Project 2: Breakout Strategy

Instructions

Each problem consists of a function to implement and instructions on how to implement the function. The parts of the function that need to be implemented are marked with a # TODO comment. After implementing the function, run the cell to test it against the unit tests we've provided. For each problem, we provide one or more unit tests from our project_tests package. These unit tests won't tell you if your answer is correct, but will warn you of any major errors. Your code will be checked for the correct solution when you submit it to Udacity.

Packages

When you implement the functions, you'll only need to you use the packages you've used in the classroom, like Pandas and Numpy. These packages will be imported for you. We recommend you don't add any import statements, otherwise the grader might not be able to run your code.

The other packages that we're importing are helper, project_helper, and project_tests. These are custom packages built to help you solve the problems. The helper and project_helper module contains utility functions and graph functions. The project_tests contains the unit tests for all the problems.

Install Packages

In [1]:
import sys
!{sys.executable} -m pip install -r requirements.txt
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Load Packages

In [2]:
import pandas as pd
import numpy as np
import helper
import project_helper
import project_tests

Market Data

Load Data

While using real data will give you hands on experience, it's doesn't cover all the topics we try to condense in one project. We'll solve this by creating new stocks. We've create a scenario where companies mining Terbium are making huge profits. All the companies in this sector of the market are made up. They represent a sector with large growth that will be used for demonstration latter in this project.

In [3]:
df_original = pd.read_csv('../../data/project_2/eod-quotemedia.csv', parse_dates=['date'], index_col=False)

# Add TB sector to the market
df = df_original
df = pd.concat([df] + project_helper.generate_tb_sector(df[df['ticker'] == 'AAPL']['date']), ignore_index=True)

close = df.reset_index().pivot(index='date', columns='ticker', values='adj_close')
high = df.reset_index().pivot(index='date', columns='ticker', values='adj_high')
low = df.reset_index().pivot(index='date', columns='ticker', values='adj_low')

print('Loaded Data')
Loaded Data
In [4]:
df_original.head()
Out[4]:
date ticker adj_close adj_high adj_low
0 2013-07-01 A 29.99418563 30.11804324 29.52627909
1 2013-07-02 A 29.65013670 30.20061499 29.55380300
2 2013-07-03 A 29.70518453 29.90473291 29.39554049
3 2013-07-05 A 30.43456826 30.47929462 29.86344704
4 2013-07-08 A 30.52402098 30.73733132 30.35887750

View Data

To see what one of these 2-d matrices looks like, let's take a look at the closing prices matrix.

In [5]:
close
Out[5]:
ticker A AAL AAP AAPL ABBV ABC ABT ACN ADBE ADI ... XL XLNX XOM XRAY XRX XYL YUM ZBH ZION ZTS
date
2013-07-01 29.99418563 16.17609308 81.13821681 53.10917319 34.92447839 50.86319750 31.42538772 64.69409505 46.23500000 39.91336014 ... 27.66879066 35.28892781 76.32080247 40.02387348 22.10666494 25.75338607 45.48038323 71.89882693 27.85858718 29.44789315
2013-07-02 29.65013670 15.81983388 80.72207258 54.31224742 35.42807578 50.69676639 31.27288084 64.71204071 46.03000000 39.86057632 ... 27.54228410 35.05903252 76.60816761 39.96552964 22.08273998 25.61367511 45.40266113 72.93417195 28.03893238 28.57244125
2013-07-03 29.70518453 16.12794994 81.23729877 54.61204262 35.44486235 50.93716689 30.72565028 65.21451912 46.42000000 40.18607651 ... 27.33445191 35.28008569 76.65042719 40.00442554 22.20236479 25.73475794 46.06329899 72.30145844 28.18131017 28.16838652
2013-07-05 30.43456826 16.21460758 81.82188233 54.17338125 35.85613355 51.37173702 31.32670680 66.07591068 47.00000000 40.65233352 ... 27.69589920 35.80177117 77.39419581 40.67537968 22.58516418 26.06075017 46.41304845 73.16424628 29.39626730 29.02459772
2013-07-08 30.52402098 16.31089385 82.95141667 53.86579916 36.66188936 52.03746147 31.76628544 66.82065546 46.62500000 40.25645492 ... 27.98505704 35.20050655 77.96892611 40.64620776 22.48946433 26.22840332 46.95062632 73.89282298 29.57661249 29.76536472
2013-07-09 30.68916447 16.71529618 82.43619048 54.81320389 36.35973093 51.69535307 31.16522893 66.48866080 47.26000000 40.69632003 ... 28.31939579 35.50113886 78.89018496 40.80179133 22.48946433 26.58233774 47.28094525 73.70108798 28.91218282 29.80384612
2013-07-10 31.17771395 16.53235227 81.99032166 54.60295791 36.85493502 52.28710814 31.16522893 66.71298151 47.25000000 41.10979324 ... 27.95794850 36.39419366 78.45068533 40.71427558 22.96796358 26.98284247 47.08340158 74.00785631 28.32368796 29.86156823
2013-07-11 31.45983407 16.72492481 82.00022986 55.45406479 37.08155384 53.72026495 31.85599537 67.47567196 47.99000000 42.22705062 ... 28.50011944 37.00430040 78.83102155 41.01571874 23.23113816 27.03872686 46.54333492 74.93774876 27.84909533 29.74612402
2013-07-12 31.48047700 16.90786872 81.91105609 55.35309481 38.15724076 53.98840397 31.81096287 67.76280247 48.39000000 42.53495620 ... 28.92482002 38.00346072 78.94089646 40.83096325 23.49431274 27.08529718 45.96422730 75.68549560 28.44708204 30.15979909
2013-07-15 31.72819223 17.10044125 82.61453801 55.47379158 37.79303181 53.84971137 31.95506689 68.41781897 48.12000000 42.57894271 ... 29.27723113 38.17146113 78.81411772 40.84068723 23.54216266 27.06666905 46.69299195 76.27027369 28.77929688 30.38106716
2013-07-16 31.59057266 17.28338516 81.62371841 55.83133953 37.10696377 53.88669607 32.15320992 67.55642741 47.48500000 42.68451033 ... 29.04229039 38.27314559 78.85637730 40.86013517 23.27898808 26.61959399 46.56936223 76.81670381 28.06740794 29.97701243
2013-07-17 31.38414330 17.76481650 80.74188897 55.84626440 37.23401341 54.06237335 32.26128793 67.43978064 48.04000000 42.80767257 ... 29.18686931 38.48977769 78.99160796 40.93792696 23.18328823 26.66616431 46.45874617 78.30261578 28.06740794 29.81346647
2013-07-18 31.58369168 17.73593062 81.74261676 56.03418797 37.53893253 53.91443458 32.15320992 67.69101984 48.19000000 42.52615889 ... 29.55735279 40.52346684 79.76918424 41.22964615 23.49431274 26.94558622 46.97929234 78.81069986 28.77929688 29.64992051
2013-07-19 31.79012104 17.55298671 81.45527908 55.15063572 37.70833205 54.37674323 32.30632044 67.49361761 48.07000000 42.20945601 ... 29.71096789 40.54999322 80.43688561 41.24909410 23.20721320 26.81518933 46.90121042 81.16898043 28.99760949 29.09194018
2013-07-22 32.20297975 17.47595770 81.99032166 55.32713852 38.08948096 54.54317435 32.24327493 67.29621538 48.28000000 42.17426681 ... 29.84651063 40.59420386 80.14952046 41.49219343 23.47038778 26.88970184 46.50429396 81.02518181 29.27287321 29.12080123
2013-07-23 31.97590746 17.37967143 81.94078068 54.37713815 37.53046256 53.28569482 33.03584705 66.62325323 48.07000000 42.56134810 ... 29.13265221 40.52346684 80.46224136 41.32688588 23.42253785 26.74067682 45.82758393 81.00601167 28.38063907 28.91877387
2013-07-24 32.17545584 17.81295964 80.78152175 57.17003539 36.96297418 52.49052395 32.82869752 66.14769330 47.80000000 42.42938857 ... 28.73506019 40.24051879 80.28475112 41.15185437 23.51823770 26.62890805 46.49128030 80.56503316 28.53250871 28.76484826
2013-07-25 32.10664605 18.13070432 81.46518728 56.90917464 37.47117273 53.26720248 32.94578204 65.62726924 47.79000000 42.88684829 ... 29.02421802 41.05399445 80.26784729 40.91847901 23.44646282 26.85244558 46.91422407 79.47217195 28.19080202 29.36130999
2013-07-26 31.37726233 18.38104862 81.88133151 57.23233050 37.93702140 54.06237335 33.12591207 65.60932358 47.64000000 42.71969954 ... 29.11457985 40.83294128 80.11571280 40.98654682 23.18328823 26.70342056 48.15052124 80.98684153 28.04842424 29.27472684
2013-07-29 31.19835688 18.51584940 81.57417743 58.11484449 38.16571074 53.98840397 33.08988606 64.93636143 47.17000000 42.66691573 ... 28.92482002 40.38199282 79.47336717 40.93792696 23.08758839 26.50782523 47.83819353 80.16240164 27.71620940 28.94763492
2013-07-30 30.86118893 18.48696352 81.43546269 58.83253602 37.86079161 53.84046520 33.21597708 66.16563896 47.36000000 43.04519972 ... 28.38264907 40.88599404 79.28742502 41.08378656 23.06366342 23.78811863 47.53237266 79.55844670 27.77316051 28.96206545
2013-07-31 30.77861719 18.63139292 81.73270857 58.73000866 38.52144972 53.87744989 32.99081455 66.22844876 47.28000000 43.44107832 ... 28.32843198 41.28388974 79.23671352 41.69639686 23.20721320 23.21996075 47.44778390 80.02819050 28.13385091 28.74031861
2013-08-01 31.68002538 18.66027880 82.66407899 59.26808264 38.32664028 54.36749706 33.17995107 67.16162295 47.70000000 43.93372725 ... 28.97000093 41.69062757 78.37461808 41.71584481 23.70963740 23.46212640 48.08545297 80.97725310 28.61793539 29.07775945
2013-08-02 31.91397865 18.21736196 82.70371177 60.02912118 38.38593011 54.07161953 33.09889256 66.92832940 47.45000000 43.87214613 ... 28.87060292 41.12473146 77.71536862 41.78391262 23.92496206 23.53663891 48.40428750 80.52668616 28.61793539 29.82977047
2013-08-05 31.61121560 18.45807764 82.64426260 60.92591114 37.86926159 54.58015904 32.82869752 66.60530757 47.63000000 43.61702437 ... 28.60855363 41.00978381 77.41109964 41.52136535 24.09243679 23.54595298 48.68408107 80.46916901 28.39962278 30.12864664
2013-08-06 31.70754930 18.21736196 82.41637409 60.38082896 38.01325118 54.23805064 32.51346997 65.72597036 47.39000000 43.47626753 ... 28.34650434 40.50305117 77.30967665 41.40467767 23.85318717 23.68566393 48.15052124 79.56803513 27.88706274 30.01295264
2013-08-07 31.84516887 18.16921883 81.53454465 60.34578796 37.75068193 54.31202002 32.36035945 65.50164964 47.10000000 43.23874037 ... 28.19288924 40.52972131 77.19980174 41.22964615 23.61393755 23.19201856 48.07243931 79.17498438 27.57383161 30.11900548
2013-08-08 31.54928679 18.27513373 80.90042011 60.22638901 38.16571074 55.11643707 32.35135295 65.48370398 47.51000000 43.19475386 ... 28.02120177 40.52083127 77.57168605 41.57970919 23.87711213 23.26653107 48.21558951 79.84604489 28.01994868 30.11900548
2013-08-09 31.80388300 17.90924591 82.40646589 59.36939001 37.86926159 55.00548300 32.32433344 65.97720956 47.18000000 43.10678084 ... 27.86758667 40.27190997 77.20825366 41.39495370 23.99673694 23.26653107 48.41079433 79.15581519 27.99147312 29.80084697
2013-08-12 31.96214550 18.12107570 81.69307578 61.05595360 38.14877079 54.24729681 32.33333995 65.31322023 47.20000000 43.46747023 ... 27.76818866 40.35192038 76.50187303 41.53108932 24.28383649 23.12682011 48.45634212 78.90656401 28.10537535 29.24165929
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
2017-05-19 55.50327007 44.83282860 151.06072036 150.70113045 63.42995100 87.59994036 42.31486674 118.75601310 136.43000000 79.14250576 ... 40.43133035 65.31985198 78.78898294 61.13598414 26.81497802 51.24320268 68.90686651 116.46112494 39.54646594 59.92967369
2017-05-22 55.45382835 45.81435227 146.97179877 151.61679784 63.29454092 87.91434122 42.87370534 120.45421034 138.86000000 79.97056004 ... 40.86051697 66.15263846 79.13518133 62.09836493 26.73836380 51.49936943 69.83126290 116.57989212 39.65494752 59.92967369
2017-05-23 58.00502088 46.26049939 140.27992953 151.42972601 63.68142686 87.62941544 42.82468441 119.90450488 139.52000000 79.84391644 ... 41.31896631 62.67453024 79.41406336 62.65396622 26.62344247 52.19890171 69.74275686 116.59968666 40.76934918 61.04261076
2017-05-24 58.56865644 46.36955757 132.66057320 150.97681525 63.76847620 88.39576754 42.67762162 119.70818149 141.12000000 79.99978549 ... 41.61159355 63.13501218 79.13518133 62.23726525 26.89159225 52.01106475 70.75565928 117.87643393 40.13818363 61.90712437
2017-05-25 58.63787484 47.60885514 131.61341035 151.49864721 64.14569000 89.51582062 43.08939743 120.83704093 142.85000000 80.21410542 ... 42.29439045 64.10496348 78.61588375 62.57459460 26.77667091 51.53652928 70.93267135 118.07437924 40.31569894 62.18535864
2017-05-26 58.84553005 48.32269053 133.79749286 151.24265417 63.89421413 89.40774532 43.83451556 120.63090138 141.89000000 80.67197073 ... 42.23586500 64.51645797 78.42355131 62.22734380 26.81497802 50.82472608 70.89333534 118.00509838 39.89163460 62.21516946
2017-05-30 59.69592756 47.54936885 132.63065426 151.30172949 63.85552554 89.43722040 44.11883696 121.49472426 142.41000000 82.61059193 ... 42.33340741 64.38909063 77.99080333 62.12812929 27.12143491 51.20039999 71.20802347 117.21331713 39.31964082 61.86737662
2017-05-31 59.66626253 47.99551598 133.26892494 150.40575387 63.85552554 90.16427240 44.76591323 122.18185609 141.86000000 83.54580618 ... 42.61628041 65.35904193 77.41380602 63.02105992 27.08312780 51.54641544 71.43420556 117.98530385 39.51688006 61.88725050
2017-06-01 60.05190791 48.63003633 136.72954883 150.81928108 64.52290380 91.51030109 45.19729742 122.98678196 141.38000000 80.08746182 ... 42.54800072 65.30025701 77.60613845 63.55681830 27.19804914 51.84300011 72.60445204 121.40975776 39.99025421 62.24498027
2017-06-02 60.13101466 49.09601221 137.42765739 153.05429719 65.04519983 91.94260228 45.58946486 123.42850956 143.48000000 78.82102586 ... 42.21635651 65.52559923 76.45214383 63.94375491 27.12143491 52.39662482 72.76179611 122.66671050 39.54646594 62.10586314
2017-06-05 59.72559259 49.31412858 135.20368297 151.55772252 65.29667569 91.68715157 45.70711509 124.25306776 143.59000000 76.71679380 ... 41.72864445 65.79013140 77.04837438 63.39807508 26.73836380 52.59434793 72.96831019 122.65681324 39.90149656 62.27479108
2017-06-06 59.42894229 49.31412858 130.94522072 152.06970859 65.64487304 90.08567218 45.45220625 124.00766354 143.03000000 78.03193884 ... 41.48478841 66.24081585 78.09658617 63.05082428 26.81497802 52.09015400 73.08631824 122.89434761 39.70425733 62.58283617
2017-06-07 59.95302448 50.42453920 130.26705812 152.97553010 66.49602213 90.32147283 45.64828997 124.22361925 143.62000000 79.18147302 ... 41.45552569 66.49555053 77.80808751 63.10043153 26.96820647 52.85138798 73.02731422 123.07249839 39.90149656 62.86107043
2017-06-08 59.47838401 50.98965889 125.57975776 152.60138644 66.50569428 89.96777186 45.80515695 123.85060483 142.63000000 80.75863709 ... 41.18240693 66.69150029 77.52920548 62.95160976 26.81497802 52.97002185 72.74212810 123.88407418 40.81865898 62.18535864
2017-06-09 58.54887976 49.83959075 128.01316475 146.68400898 67.38585980 90.48849829 46.36399555 123.50703891 138.05000000 76.99695384 ... 41.52380538 64.07557102 78.98131538 62.84247379 26.58513535 53.35558192 71.88656975 123.72571793 41.75554533 62.19529558
2017-06-12 58.33133621 49.05635469 130.59616644 143.17887358 67.25044972 90.74394899 46.24634532 123.97821503 137.25000000 78.11370356 ... 41.13363573 62.92926493 79.75064513 62.25710816 27.04482069 53.40501269 70.71632326 123.71582066 42.33740107 61.45996216
2017-06-13 58.61809816 49.02661155 131.27432905 144.33084223 67.38585980 91.37275071 46.53066671 124.73406004 139.09000000 79.57331502 ... 41.54331386 63.46812677 79.77949499 62.78294509 26.85328513 53.17763111 71.46370757 124.18099215 42.53464030 61.67360633
2017-06-14 58.71698159 48.96712526 130.23713918 142.92288054 68.20799244 92.25700314 46.70714206 124.91075109 138.25000000 79.28922957 ... 41.97472897 63.56610164 78.92361565 63.22941040 26.54682824 53.04911109 71.82756572 124.30965660 42.63325991 61.94235833
2017-06-15 58.54887976 48.68952261 130.79562603 142.06628846 68.28536963 92.77772957 47.17774299 124.69479537 137.52000000 78.12349961 ... 42.63165652 63.54650667 79.10633146 62.81270944 26.61386569 53.34569576 71.40470355 124.54719098 42.27822930 62.10161877
2017-06-16 58.84553005 48.37226243 129.80830106 140.07741950 68.72061632 90.91097444 47.26598066 125.21505233 137.84000000 78.40758506 ... 43.18073029 63.42893681 80.28917595 63.19964605 27.29381692 53.43467116 71.57188162 124.62636910 42.49519245 62.26087921
2017-06-19 59.87391774 49.23481354 129.24981421 144.08469508 69.00110863 92.10962773 47.93266531 125.42119188 140.35000000 78.73085471 ... 43.23955963 64.56544541 79.58716256 63.47744669 27.57154347 53.55330503 72.70279208 125.78434918 42.76146542 62.73866054
2017-06-20 59.65637419 47.61876952 123.24608056 142.77519225 68.88504285 91.61837639 47.81501508 124.20398692 140.91000000 77.58471685 ... 43.33760851 63.93840619 79.15441457 62.85239525 27.13101169 53.26660652 72.68312408 125.91301364 42.36698695 62.70879921
2017-06-21 59.12240366 48.01534474 119.84529455 143.62193844 69.00110863 93.94690777 47.61893136 124.77332472 144.24000000 78.34880876 ... 43.15131563 64.78099015 78.31776847 63.26909621 26.70005669 52.93047722 73.16499028 127.43719255 41.74568337 62.70879921
2017-06-22 59.93324780 48.55072128 120.43399427 143.38563718 70.78078399 94.68378480 48.30522438 119.83579169 143.69000000 79.66147947 ... 42.42575385 65.23167459 77.97157008 63.32862492 26.78624769 53.23694805 73.30266633 128.29986262 41.71609749 63.21644187
2017-06-23 59.10262697 48.21363235 119.47610998 144.02561977 70.25848796 94.14340831 48.11894484 120.48365885 145.41000000 79.88678863 ... 42.56302230 66.16243594 78.48125104 63.33854637 27.23635625 53.71148352 73.57801845 128.00239018 41.35120491 62.48981610
2017-06-26 58.57854478 48.36234805 121.52159207 143.57270901 70.35520945 94.31043377 47.95227368 120.09101209 144.96000000 78.92677572 ... 42.76892496 65.99587865 78.12543603 63.56673975 27.95461459 54.05749897 73.49934641 127.97264293 41.75554533 62.43009343
2017-06-27 58.22256443 48.08474540 121.69121741 141.51491885 70.01668424 93.85848253 47.71697322 119.94376955 142.54000000 76.54633554 ... 43.14151074 63.78164638 78.00041995 63.92391201 27.75350225 53.87954816 72.74212810 127.16946735 41.95278457 62.46990854
2017-06-28 58.73675827 48.82832394 116.45278767 143.58255490 70.52930812 94.69360982 47.53069368 121.46527575 143.81000000 77.58471685 ... 43.30819385 64.67321778 78.40431807 64.82428373 28.28980181 54.34419748 72.91914017 127.42727680 42.37684891 62.65903032
2017-06-29 58.27398382 49.19515602 115.79424221 141.46568942 70.10373358 94.08445815 47.77579833 120.72906307 141.24000000 76.15449354 ... 43.27877918 62.88027749 77.60613845 64.10898129 28.12560699 54.27499439 72.23075989 126.81250043 43.38276899 62.21111032
2017-06-30 58.77942143 49.88916265 116.33305213 141.80044954 70.13275003 92.87597984 47.65814810 121.40637874 141.44000000 76.21326984 ... 42.94541296 63.01744232 77.63498832 64.41695873 27.74892476 54.79896064 72.53561401 127.31820357 43.30387330 62.09166499

1009 rows × 519 columns

Stock Example

Let's see what a single stock looks like from the closing prices. For this example and future display examples in this project, we'll use Apple's stock (AAPL). If we tried to graph all the stocks, it would be too much information.

In [6]:
apple_ticker = 'AAPL'
project_helper.plot_stock(close[apple_ticker], '{} Stock'.format(apple_ticker))

The Alpha Research Process

In this project you will code and evaluate a "breakout" signal. It is important to understand where these steps fit in the alpha research workflow. The signal-to-noise ratio in trading signals is very low and, as such, it is very easy to fall into the trap of overfitting to noise. It is therefore inadvisable to jump right into signal coding. To help mitigate overfitting, it is best to start with a general observation and hypothesis; i.e., you should be able to answer the following question before you touch any data:

What feature of markets or investor behaviour would lead to a persistent anomaly that my signal will try to use?

Ideally the assumptions behind the hypothesis will be testable before you actually code and evaluate the signal itself. The workflow therefore is as follows:

image

In this project, we assume that the first three steps area done ("observe & research", "form hypothesis", "validate hypothesis"). The hypothesis you'll be using for this project is the following:

  • In the absence of news or significant investor trading interest, stocks oscillate in a range.
  • Traders seek to capitalize on this range-bound behaviour periodically by selling/shorting at the top of the range and buying/covering at the bottom of the range. This behaviour reinforces the existence of the range.
  • When stocks break out of the range, due to, e.g., a significant news release or from market pressure from a large investor:
    • the liquidity traders who have been providing liquidity at the bounds of the range seek to cover their positions to mitigate losses, thus magnifying the move out of the range, and
    • the move out of the range attracts other investor interest; these investors, due to the behavioural bias of herding (e.g., Herd Behavior) build positions which favor continuation of the trend.

Using this hypothesis, let start coding..

Compute the Highs and Lows in a Window

You'll use the price highs and lows as an indicator for the breakout strategy. In this section, implement get_high_lows_lookback to get the maximum high price and minimum low price over a window of days. The variable lookback_days contains the number of days to look in the past. Make sure this doesn't include the current day.

In [7]:
def get_high_lows_lookback(high, low, lookback_days):
    """
    Get the highs and lows in a lookback window.
    
    Parameters
    ----------
    high : DataFrame
        High price for each ticker and date
    low : DataFrame
        Low price for each ticker and date
    lookback_days : int
        The number of days to look back
    
    Returns
    -------
    lookback_high : DataFrame
        Lookback high price for each ticker and date
    lookback_low : DataFrame
        Lookback low price for each ticker and date
    """
    
    #TODO: Implement function
    
    lookback_high = high.rolling(window = lookback_days).max().shift()
    lookback_low = low.rolling(window = lookback_days).min().shift()
    
    print(high)
    print()
    print(lookback_high)
    
    return lookback_high, lookback_low

project_tests.test_get_high_lows_lookback(get_high_lows_lookback)
                   LYQ        YCXU         DVX
2012-04-08 35.44110000 34.17990000 34.02230000
2012-04-09 92.11310000 91.05430000 90.95720000
2012-04-10 57.97080000 57.78140000 58.19820000
2012-04-11 34.17050000 92.45300000 58.51070000

                   LYQ        YCXU         DVX
2012-04-08         nan         nan         nan
2012-04-09         nan         nan         nan
2012-04-10 92.11310000 91.05430000 90.95720000
2012-04-11 92.11310000 91.05430000 90.95720000
Tests Passed

View Data

Let's use your implementation of get_high_lows_lookback to get the highs and lows for the past 50 days and compare it to it their respective stock. Just like last time, we'll use Apple's stock as the example to look at.

In [8]:
lookback_days = 50
lookback_high, lookback_low = get_high_lows_lookback(high, low, lookback_days)
project_helper.plot_high_low(
    close[apple_ticker],
    lookback_high[apple_ticker],
    lookback_low[apple_ticker],
    'High and Low of {} Stock'.format(apple_ticker))
ticker               A         AAL          AAP         AAPL        ABBV  \
date                                                                       
2013-07-01 30.11804324 16.40718012  81.94078068  53.50500668 35.19306366   
2013-07-02 30.20061499 16.16646445  81.90114790  54.71976124 35.72939488   
2013-07-03 29.90473291 16.17609308  81.44537088  54.89496622 35.51200867   
2013-07-05 30.47929462 16.36866561  82.13894460  54.93519848 35.94845974   
2013-07-08 30.73733132 16.45532325  83.23875435  54.63799891 36.67028265   
2013-07-09 30.93687970 16.73455343  83.38737729  54.96245259 37.12352029   
2013-07-10 31.41166722 16.83083970  82.54518064  55.13116850 37.03119411   
2013-07-11 31.63873951 16.85009695  82.95141667  55.57891457 37.36106304   
2013-07-12 31.61809658 17.18709889  82.56004293  55.77877803 38.20806062   
2013-07-15 31.84172838 17.16784164  82.71361997  55.99551309 38.08948096   
2013-07-16 31.97590746 17.33152830  82.88205930  55.89817698 37.92008144   
2013-07-17 31.72131125 17.78407376  82.12893732  56.09414700 37.39494295   
2013-07-18 31.68690636 18.22699059  81.89916626  56.43806790 37.74221195   
2013-07-19 31.84172838 17.68778749  81.98041347  56.32256239 38.03866110   
2013-07-22 32.23738465 17.62038710  82.22811837  55.77358677 38.19959064   
2013-07-23 32.23050367 17.65890161  82.82261012  55.41149647 38.19112067   
2013-07-24 32.20986073 18.01516080  82.18848558  57.69954379 37.58128241   
2013-07-25 32.27178954 18.14996158  81.70298398  57.28554090 37.63210227   
2013-07-26 32.03783627 18.40030587  82.66407899  57.23881957 38.21653059   
2013-07-29 31.44607211 18.54473528  82.11912821  58.40036373 38.49603979   
2013-07-30 31.37726233 18.72767919  82.03986264  59.32959905 38.30970033   
2013-07-31 31.17083297 18.76619369  82.30738393  59.35458199 38.88565868   
2013-08-01 31.79012104 18.86247996  82.95141667  59.28417554 38.87718870   
2013-08-02 32.00343138 18.66990743  82.75325275  60.06935343 38.47062987   
2013-08-05 31.92774061 18.53510665  83.03068224  61.08424453 38.42404500   
2013-08-06 31.80044251 18.48696352  82.65417079  61.24257792 38.10642091   
2013-08-07 31.96902648 18.27513373  82.16866919  60.60794653 37.99631123   
2013-08-08 32.03095529 18.41956313  82.37674131  60.63006690 38.26735045   
2013-08-09 31.96902648 18.37141999  82.47582327  60.15453696 38.11489089   
2013-08-12 32.00343138 18.17884746  82.73343636  61.22447932 38.28429040   
...                ...         ...          ...          ...         ...   
2017-05-19 55.69114859 44.99145869 151.31004484 151.60695195 63.84585339   
2017-05-22 55.88891545 45.85400979 150.94104460 152.19770511 63.46767238   
2017-05-23 59.31028218 46.29024253 143.44136403 152.51277346 64.08765711   
2017-05-24 58.67742822 47.02390669 135.53279129 151.79402379 63.95224703   
2017-05-25 59.03340857 47.70799894 133.70444496 151.97124973 64.38749372   
2017-05-26 59.05318526 48.40200558 135.33333170 151.86294499 64.23273934   
2017-05-30 59.80469933 48.16158185 134.84465570 152.05001682 64.02962421   
2017-05-31 60.13101466 48.06491664 135.03414231 151.79402379 64.23273934   
2017-06-01 60.09146129 48.93738212 136.72954883 150.96696937 64.53741202   
2017-06-02 60.46721832 50.03787836 137.85649551 153.05429719 65.10323272   
2017-06-05 60.16067969 49.52233057 136.62981903 152.06970859 65.63520089   
2017-06-06 59.86897356 49.67104628 134.62525015 153.40874908 65.86249639   
2017-06-07 60.08651711 50.47411110 133.57808731 153.57612915 67.04733460   
2017-06-08 60.04696374 51.42589163 131.02500456 153.14291016 66.78618659   
2017-06-09 59.77503430 51.50520667 128.28243520 152.79830416 67.54061418   
2017-06-12 58.74664662 49.79001885 130.93524774 143.83854794 67.60831922   
2017-06-13 58.97407851 49.48267305 131.31422096 145.17758843 67.73405716   
2017-06-14 59.11251531 49.35388525 131.57351843 145.22681785 68.46914046   
2017-06-15 58.62798650 48.89772460 131.45384268 142.25316338 68.33373037   
2017-06-16 59.12240366 49.02661155 130.56624750 142.27305207 68.78832136   
2017-06-19 59.99257785 49.29429982 130.71574246 144.47853052 69.24291235   
2017-06-20 60.23978643 48.93738212 128.00319177 144.60652704 69.45569962   
2017-06-21 59.85414105 48.22354673 123.98614854 143.81816695 69.34930598   
2017-06-22 60.12112631 50.12710778 122.24499427 144.43914698 71.25471927   
2017-06-23 59.91347111 48.67960823 121.16238546 144.89205773 71.08062060   
2017-06-26 59.28061715 49.35378610 124.34535515 145.99479696 70.55348849   
2017-06-27 58.90486011 49.13071254 123.02826424 143.90746914 70.66471820   
2017-06-28 59.03340857 49.36925254 120.33421466 143.85823971 71.12898134   
2017-06-29 59.09655876 49.25959949 117.98939373 142.89334288 70.77111184   
2017-06-30 59.03709551 50.07753588 117.56034138 142.72596282 70.43258664   

ticker             ABC         ABT          ACN         ADBE         ADI  \
date                                                                       
2013-07-01 51.99123061 31.82011140  65.95926390  47.19000000 40.11569809   
2013-07-02 51.14982887 31.67657552  65.00814406  46.48000000 40.23886032   
2013-07-03 51.07123640 31.14728694  65.50164964  46.82000000 40.42360367   
2013-07-05 51.46419875 31.33567779  66.47968797  47.10000000 40.69632003   
2013-07-08 52.05595382 31.82011140  67.17059578  47.49000000 40.92944854   
2013-07-09 52.55524716 31.90085034  67.27826972  47.31000000 40.83707687   
2013-07-10 52.33333901 31.58686559  66.84757394  47.33000000 41.13618514   
2013-07-11 53.76649582 32.00910590  67.81663945  48.00000000 42.27103713   
2013-07-12 54.01614249 32.03612540  67.96020471  48.63000000 42.60533461   
2013-07-15 54.38598941 31.99109289  68.45371029  48.45500000 42.69330764   
2013-07-16 54.19181977 32.16221642  68.74981363  48.13000000 42.79007796   
2013-07-17 54.25654298 32.85571702  67.98712319  48.40000000 43.04519972   
2013-07-18 54.50618965 32.45042446  68.17555260  48.52000000 42.95669886   
2013-07-19 54.46458188 32.32433344  67.79869379  48.47000000 42.57894271   
2013-07-22 54.64488225 32.36936595  68.09928355  48.52000000 42.65811843   
2013-07-23 54.55242052 33.14392507  67.46669913  48.45000000 42.95722670   
2013-07-24 54.82980571 33.05386006  67.25135124  48.58000000 42.91324019   
2013-07-25 53.34117186 32.96379504  66.38116631  47.96000000 42.92203749   
2013-07-26 54.16408125 33.18895758  65.63624207  47.85710000 42.71969954   
2013-07-29 54.34900471 33.27902259  65.35808438  47.77500000 42.85165908   
2013-07-30 54.45071262 33.42312661  66.32714988  47.50000000 43.12437544   
2013-07-31 54.52468200 33.46815912  67.14367729  47.71000000 43.69620009   
2013-08-01 54.65875151 33.38710061  67.26929689  47.82000000 43.98651106   
2013-08-02 54.36749706 33.29703559  66.97767996  47.82000000 43.88094344   
2013-08-05 54.64025916 33.12591207  67.09881315  47.84000000 43.80176772   
2013-08-06 54.58015904 32.72962601  66.84757394  47.84990000 43.67860548   
2013-08-07 54.70960546 32.68459350  65.86056279  47.48000000 43.50257147   
2013-08-08 55.17191411 32.73863251  66.04001936  47.66000000 43.64341628   
2013-08-09 55.24588349 32.45943096  66.31369064  47.77500000 43.30911879   
2013-08-12 54.77432867 32.45042446  66.12974765  47.33000000 43.59503111   
...                ...         ...          ...          ...         ...   
2017-05-19 88.21891706 42.47173371 118.98178498 136.61000000 80.14591271   
2017-05-22 88.62174316 43.01096394 120.58182054 139.19000000 80.23358905   
2017-05-23 88.27786722 43.30508952 120.80759243 139.95000000 80.19462179   
2017-05-24 88.73964349 42.93253045 119.90450488 141.25000000 80.44790898   
2017-05-25 89.83022148 43.13841836 121.28858471 143.48000000 80.80835614   
2017-05-26 89.89899667 43.97177417 120.84685710 143.10000000 80.74990525   
2017-05-30 89.79092137 44.21687882 121.69104764 142.56000000 82.97103909   
2017-05-31 90.18392245 44.85415091 122.30946629 143.19000000 88.15368471   
2017-06-01 91.66750152 45.19729742 122.98678196 142.49000000 84.09134782   
2017-06-02 92.19805298 45.63848579 123.66409762 143.57000000 80.01926912   
2017-06-05 91.93277725 45.83456951 124.64571452 144.34000000 79.20095665   
2017-06-06 91.56925125 45.78554858 124.66534686 144.17000000 78.36803146   
2017-06-07 90.61622364 45.68750672 124.43957497 143.77000000 79.44596637   
2017-06-08 90.57692353 46.06006578 124.66534686 143.97000000 80.82720944   
2017-06-09 90.69482385 46.38360392 124.41012647 143.58500000 81.28762379   
2017-06-12 91.12712504 46.78557555 124.13527373 138.64000000 78.82881522   
2017-06-13 91.37275071 46.73655462 125.21505233 139.86000000 80.06311753   
2017-06-14 92.93689500 46.93263834 125.64696377 140.84800000 80.19046618   
2017-06-15 93.51460659 47.39343508 125.01872895 137.90000000 79.10310462   
2017-06-16 92.90545492 47.43265182 125.64696377 138.35000000 78.59371001   
2017-06-19 92.37490346 48.20718252 126.10832371 141.47000000 79.59290712   
2017-06-20 92.25700314 48.33463693 125.29358168 142.30000000 79.98474913   
2017-06-21 93.97638286 47.97188205 124.84203790 147.45000000 78.56921989   
2017-06-22 95.96103830 48.61895833 121.62233446 145.77200000 80.00434123   
2017-06-23 95.11510348 48.39346205 121.34748172 145.59000000 80.46377598   
2017-06-26 95.02766074 48.48169972 121.76957699 146.89000000 80.42557138   
2017-06-27 95.00801069 48.16796577 120.58182054 144.81000000 78.90718362   
2017-06-28 95.41083679 48.06011973 121.55362127 144.08000000 77.77084180   
2017-06-29 96.13788879 48.23659507 121.22968770 143.20000000 77.50634845   
2017-06-30 93.56373172 48.08463019 122.11314291 142.81000000 76.73246049   

ticker         ...              XL        XLNX         XOM        XRAY  \
date           ...                                                       
2013-07-01     ...     27.93083995 35.72219202 77.02231150 40.50034817   
2013-07-02     ...     27.98053895 35.59840225 76.99695575 40.40310843   
2013-07-03     ...     27.48354892 35.47903354 76.80256168 40.11138924   
2013-07-05     ...     27.69589920 35.86366605 77.42800348 40.67537968   
2013-07-08     ...     28.03927414 35.98745583 78.20557976 40.82123928   
2013-07-09     ...     28.36005861 35.58071800 78.97470412 40.91847901   
2013-07-10     ...     28.32843198 36.45608854 78.93244454 40.88930709   
2013-07-11     ...     28.56337272 37.07503742 79.28742502 41.28798999   
2013-07-12     ...     28.95192856 38.34830367 78.98315604 41.12268245   
2013-07-15     ...     29.30433968 38.46325131 79.02541562 41.01571874   
2013-07-16     ...     29.52120806 38.79925213 79.00005987 41.08378656   
2013-07-17     ...     29.35855678 38.59588321 79.22826161 41.08378656   
2013-07-18     ...     29.58446134 41.15125784 80.15797238 41.31716191   
2013-07-19     ...     29.77422117 40.88599404 80.50450094 41.32688588   
2013-07-22     ...     29.88265536 40.86830979 80.46224136 41.53108932   
2013-07-23     ...     29.92783627 41.11588934 80.70734693 41.48246945   
2013-07-24     ...     29.32241205 41.01862594 80.55521244 41.52136535   
2013-07-25     ...     29.04229039 41.11588934 80.55521244 41.45329753   
2013-07-26     ...     29.14168840 40.87715191 80.17479169 41.04489066   
2013-07-29     ...     29.16879694 40.96557318 79.88751106 41.19075026   
2013-07-30     ...     28.97000093 41.04515232 79.72692466 41.32688588   
2013-07-31     ...     28.63566218 41.45189015 79.95512639 41.82280851   
2013-08-01     ...     29.01518184 41.71715395 78.68733898 41.91032427   
2013-08-02     ...     29.09650748 41.40767952 78.20557976 41.81308454   
2013-08-05     ...     28.88867529 41.26759516 77.55478222 41.81308454   
2013-08-06     ...     28.73506019 41.23203497 77.68156096 41.53108932   
2013-08-07     ...     28.30132343 40.80531275 77.37729198 41.38522972   
2013-08-08     ...     28.30132343 40.76975256 77.73227246 41.60888111   
2013-08-09     ...     28.11156360 40.57417154 77.75293270 41.65750097   
2013-08-12     ...     27.98505704 40.62306680 76.96144597 41.71584481   
...            ...             ...         ...         ...         ...   
2017-05-19     ...     41.24093238 65.73134648 78.94284889 61.55268510   
2017-05-22     ...     40.90928818 66.37798068 79.17364782 62.26206888   
2017-05-23     ...     41.32384343 63.14480966 79.70737033 62.90696323   
2017-05-24     ...     41.65061052 63.51711421 79.37559688 63.12523516   
2017-05-25     ...     42.37730150 64.65362280 79.53907945 62.75318073   
2017-05-26     ...     42.51873800 64.54585044 78.66396686 62.64394555   
2017-05-30     ...     42.51873800 64.68301527 78.22160225 62.30671541   
2017-05-31     ...     42.63578889 65.36883942 77.84655400 63.18972460   
2017-06-01     ...     42.76259403 65.64316908 77.79847089 63.56673975   
2017-06-02     ...     42.66505162 65.73134648 77.58690521 64.03304797   
2017-06-05     ...     42.30414469 66.13304348 77.30802318 64.32077007   
2017-06-06     ...     41.70913597 66.34368947 78.20236901 63.64611137   
2017-06-07     ...     41.68962748 66.56413295 78.27930198 63.49232887   
2017-06-08     ...     41.31896631 66.72089276 77.97157008 63.12027444   
2017-06-09     ...     41.61159355 67.16177971 78.99093200 63.14507806   
2017-06-12     ...     41.56282234 63.79144387 80.48150839 63.38815363   
2017-06-13     ...     41.67077742 63.79144387 80.07761027 62.80278799   
2017-06-14     ...     42.22965608 64.06577353 79.64486229 63.38815363   
2017-06-15     ...     42.77872985 63.66407652 79.24096417 63.12027444   
2017-06-16     ...     43.19053518 63.63468406 80.33725906 63.22941040   
2017-06-19     ...     43.52390140 64.64382532 80.25070947 63.75524733   
2017-06-20     ...     43.52390140 64.81038261 79.30443387 63.54193612   
2017-06-21     ...     43.58273073 65.02592735 79.46214647 63.30878201   
2017-06-22     ...     43.26897429 65.43742184 78.45240118 63.57666121   
2017-06-23     ...     42.71009563 66.23101836 78.55818402 63.49728959   
2017-06-26     ...     42.87187630 66.61312039 78.61588375 63.65603282   
2017-06-27     ...     43.37192562 65.89790377 78.59665051 64.48943474   
2017-06-28     ...     43.44055985 64.75159768 78.62550037 65.07265263   
2017-06-29     ...     43.71019429 64.24369591 78.70243335 65.01304410   
2017-06-30     ...     43.50429162 63.44853179 78.12639770 64.62558861   

ticker             XRX         XYL         YUM          ZBH        ZION  \
date                                                                      
2013-07-01 22.15451487 26.54508148 45.65201954  72.71367838 28.22876943   
2013-07-02 22.32198960 25.80927045 45.90137795  73.39432061 28.42809834   
2013-07-03 22.51338930 25.80927045 46.15073636  72.79037238 28.45657389   
2013-07-05 22.72871395 26.07937830 46.45838634  73.19300389 29.39626730   
2013-07-08 22.80048884 26.33085802 47.31980630  74.33380149 29.80451187   
2013-07-09 22.72871395 27.02009873 47.57887998  74.26669592 29.70000658   
2013-07-10 22.96796358 27.05735498 47.32415418  74.55428739 28.96913393   
2013-07-11 23.42253785 27.74659570 47.33066101  75.12948376 28.55149242   
2013-07-12 23.56608763 27.20638000 46.86216945  76.09771554 28.51352501   
2013-07-15 23.63786251 27.29020658 46.92073090  76.29903130 28.79828059   
2013-07-16 23.68571244 27.17843781 47.05086744  77.81370184 28.80777244   
2013-07-17 23.39861289 26.84313152 46.84915580  78.53269011 28.40911463   
2013-07-18 23.54216266 27.24363626 47.09648030  78.87780543 28.80777244   
2013-07-19 23.56608763 26.97352841 47.06388110  81.56203118 29.04506875   
2013-07-22 23.49431274 27.01078467 46.84264897  81.28402143 29.37728359   
2013-07-23 23.56608763 26.92695809 46.56936223  81.10187486 28.92167467   
2013-07-24 23.61393755 26.88504481 46.52381444  81.07311724 28.89319911   
2013-07-25 23.92496206 26.95490028 46.92073090  80.93890610 28.75082132   
2013-07-26 23.47038778 26.88970184 48.16353489  81.05394710 28.38063907   
2013-07-29 23.32683801 26.69410650 48.00086421  80.52668616 28.11486720   
2013-07-30 23.30291304 24.85457892 48.13750758  80.41164516 28.06740794   
2013-07-31 23.49431274 23.70429206 47.85771401  80.52668616 28.52301686   
2013-08-01 23.73356236 23.68566393 48.23510999  81.24567443 28.85048577   
2013-08-02 23.92496206 23.66703581 48.42380798  80.57462158 28.69387021   
2013-08-05 24.21206160 23.65772174 48.69709472  80.95807624 28.65590280   
2013-08-06 24.15224920 23.73223425 48.67106741  80.41164516 28.43759019   
2013-08-07 23.85318717 23.62046549 48.57997183  79.56803513 27.90604645   
2013-08-08 23.96084950 23.48075453 48.47586260  80.06653079 28.21927758   
2013-08-09 24.02066191 23.34104358 48.76866982  79.83645646 28.22876943   
2013-08-12 24.30776145 23.30378732 48.88579271  79.15581519 28.10537535   
...                ...         ...         ...          ...         ...   
2017-05-19 26.96820647 51.56833740 69.28055867 116.73824838 40.14804560   
2017-05-22 26.85328513 51.78509388 69.94927094 116.84711830 40.08887383   
2017-05-23 26.81497802 52.33730789 69.93943694 117.07475541 40.86796879   
2017-05-24 26.96820647 52.36696635 70.95233936 117.96550932 40.59183387   
2017-05-25 27.00651358 52.26810480 71.13918544 118.65831791 40.62141975   
2017-05-26 26.85328513 51.59584621 71.31619751 118.42078354 40.63128171   
2017-05-30 27.61942736 51.40800926 71.25227648 117.82694760 39.76342909   
2017-05-31 27.31297047 51.80345548 71.54237960 118.18324916 39.86204871   
2017-06-01 27.46619892 52.34719404 72.60445204 121.78585386 39.99025421   
2017-06-02 27.31297047 52.56468947 73.04698223 123.07249839 39.87191067   
2017-06-05 27.19804914 52.89093260 73.22399430 123.06260113 40.59676485   
2017-06-06 26.89159225 52.63389256 73.22399430 123.16652242 39.94587538   
2017-06-07 27.00651358 53.01945262 73.26333032 123.44859449 40.06914990   
2017-06-08 26.96820647 52.98979416 73.17482428 124.27006754 41.45475551   
2017-06-09 26.96820647 53.40501269 73.12565426 124.64616363 41.94292260   
2017-06-12 27.38958469 53.47421578 71.95540777 123.80489605 42.65298384   
2017-06-13 27.23635625 53.48410194 71.63580264 124.47791012 42.96856661   
2017-06-14 26.94905291 53.27649267 71.93573977 124.70554723 42.67270776   
2017-06-15 26.94541374 53.34569576 71.48337558 124.90349254 42.86008503   
2017-06-16 27.61942736 53.67441043 71.79806371 125.08164332 42.66284580   
2017-06-19 27.76307903 53.77080045 72.81096613 125.96240099 43.20525369   
2017-06-20 27.65773447 53.62250812 73.01748021 126.57613043 42.75160345   
2017-06-21 27.13101169 53.47421578 73.41084038 127.88340120 42.63325991   
2017-06-22 26.84370836 53.37535423 73.57801845 129.10303820 41.84430299   
2017-06-23 27.27466336 53.90920663 74.09922066 128.55767206 42.24864341   
2017-06-26 28.05995914 54.21567746 74.19746236 128.72623978 42.01195634   
2017-06-27 28.15572692 54.19590514 73.72061151 128.02222167 42.48533049   
2017-06-28 28.45399663 54.40351441 73.23382830 128.32960986 42.88967092   
2017-06-29 28.35741145 54.81873295 72.90930617 127.86356971 44.23089769   
2017-06-30 28.33809441 55.04611453 72.91914017 127.83382246 43.59973215   

ticker             ZTS  
date                    
2013-07-01 29.88080893  
2013-07-02 29.65954086  
2013-07-03 28.61092265  
2013-07-05 29.03421807  
2013-07-08 29.79422577  
2013-07-09 30.20790085  
2013-07-10 30.05397524  
2013-07-11 30.25600260  
2013-07-12 30.18866015  
2013-07-15 30.44840961  
2013-07-16 30.44840961  
2013-07-17 30.04435489  
2013-07-18 30.01549383  
2013-07-19 29.63067981  
2013-07-22 29.42865245  
2013-07-23 29.28434719  
2013-07-24 29.39017105  
2013-07-25 29.39017105  
2013-07-26 29.37093035  
2013-07-29 29.38055070  
2013-07-30 29.23201812  
2013-07-31 29.10668295  
2013-08-01 29.12596528  
2013-08-02 29.84905280  
2013-08-05 30.26362298  
2013-08-06 31.33379251  
2013-08-07 30.27326415  
2013-08-08 30.68783432  
2013-08-09 30.11900548  
2013-08-12 29.87797630  
...                ...  
2017-05-19 60.22778184  
2017-05-22 60.49607916  
2017-05-23 61.07242157  
2017-05-24 62.09095773  
2017-05-25 62.24080676  
2017-05-26 62.71201636  
2017-05-30 62.30460190  
2017-05-31 62.30460190  
2017-06-01 62.24498027  
2017-06-02 62.90081818  
2017-06-05 62.38409740  
2017-06-06 62.68220555  
2017-06-07 63.02006144  
2017-06-08 63.08962001  
2017-06-09 62.70207942  
2017-06-12 62.31453884  
2017-06-13 62.01203477  
2017-06-14 62.31064810  
2017-06-15 62.25092543  
2017-06-16 62.70879921  
2017-06-19 62.99745876  
2017-06-20 63.54989342  
2017-06-21 63.18658053  
2017-06-22 63.54491653  
2017-06-23 63.22639564  
2017-06-26 62.62916898  
2017-06-27 62.90787476  
2017-06-28 63.16667298  
2017-06-29 62.98750498  
2017-06-30 62.63912276  

[1009 rows x 519 columns]

ticker               A         AAL          AAP         AAPL        ABBV  \
date                                                                       
2013-07-01         nan         nan          nan          nan         nan   
2013-07-02         nan         nan          nan          nan         nan   
2013-07-03         nan         nan          nan          nan         nan   
2013-07-05         nan         nan          nan          nan         nan   
2013-07-08         nan         nan          nan          nan         nan   
2013-07-09         nan         nan          nan          nan         nan   
2013-07-10         nan         nan          nan          nan         nan   
2013-07-11         nan         nan          nan          nan         nan   
2013-07-12         nan         nan          nan          nan         nan   
2013-07-15         nan         nan          nan          nan         nan   
2013-07-16         nan         nan          nan          nan         nan   
2013-07-17         nan         nan          nan          nan         nan   
2013-07-18         nan         nan          nan          nan         nan   
2013-07-19         nan         nan          nan          nan         nan   
2013-07-22         nan         nan          nan          nan         nan   
2013-07-23         nan         nan          nan          nan         nan   
2013-07-24         nan         nan          nan          nan         nan   
2013-07-25         nan         nan          nan          nan         nan   
2013-07-26         nan         nan          nan          nan         nan   
2013-07-29         nan         nan          nan          nan         nan   
2013-07-30         nan         nan          nan          nan         nan   
2013-07-31         nan         nan          nan          nan         nan   
2013-08-01         nan         nan          nan          nan         nan   
2013-08-02         nan         nan          nan          nan         nan   
2013-08-05         nan         nan          nan          nan         nan   
2013-08-06         nan         nan          nan          nan         nan   
2013-08-07         nan         nan          nan          nan         nan   
2013-08-08         nan         nan          nan          nan         nan   
2013-08-09         nan         nan          nan          nan         nan   
2013-08-12         nan         nan          nan          nan         nan   
...                ...         ...          ...          ...         ...   
2017-05-19 57.72814727 47.26777282 155.32738413 154.23580350 65.28700354   
2017-05-22 57.72814727 47.26777282 155.32738413 154.23580350 65.28700354   
2017-05-23 57.72814727 47.26777282 154.48001697 154.23580350 65.28700354   
2017-05-24 59.31028218 47.26777282 154.16100816 154.23580350 65.28700354   
2017-05-25 59.31028218 47.26777282 153.75227812 154.23580350 65.28700354   
2017-05-26 59.31028218 47.70799894 153.75227812 154.23580350 65.28700354   
2017-05-30 59.31028218 48.40200558 153.75227812 154.23580350 65.28700354   
2017-05-31 59.80469933 48.40200558 153.75227812 154.23580350 65.28700354   
2017-06-01 60.13101466 48.40200558 152.35661457 154.23580350 65.28700354   
2017-06-02 60.13101466 48.93738212 151.96826149 154.23580350 65.28700354   
2017-06-05 60.46721832 50.03787836 151.96826149 154.23580350 65.28700354   
2017-06-06 60.46721832 50.03787836 151.31004484 154.23580350 65.63520089   
2017-06-07 60.46721832 50.03787836 151.31004484 154.23580350 65.86249639   
2017-06-08 60.46721832 50.47411110 151.31004484 154.23580350 67.04733460   
2017-06-09 60.46721832 51.42589163 151.31004484 154.23580350 67.04733460   
2017-06-12 60.46721832 51.50520667 151.31004484 154.23580350 67.54061418   
2017-06-13 60.46721832 51.50520667 151.31004484 154.23580350 67.60831922   
2017-06-14 60.46721832 51.50520667 151.31004484 154.23580350 67.73405716   
2017-06-15 60.46721832 51.50520667 151.31004484 154.23580350 68.46914046   
2017-06-16 60.46721832 51.50520667 151.31004484 154.23580350 68.46914046   
2017-06-19 60.46721832 51.50520667 151.31004484 154.23580350 68.78832136   
2017-06-20 60.46721832 51.50520667 151.31004484 154.23580350 69.24291235   
2017-06-21 60.46721832 51.50520667 151.31004484 154.23580350 69.45569962   
2017-06-22 60.46721832 51.50520667 151.31004484 154.23580350 69.45569962   
2017-06-23 60.46721832 51.50520667 151.31004484 154.23580350 71.25471927   
2017-06-26 60.46721832 51.50520667 151.31004484 154.23580350 71.25471927   
2017-06-27 60.46721832 51.50520667 151.31004484 154.23580350 71.25471927   
2017-06-28 60.46721832 51.50520667 151.31004484 154.23580350 71.25471927   
2017-06-29 60.46721832 51.50520667 151.31004484 154.23580350 71.25471927   
2017-06-30 60.46721832 51.50520667 151.31004484 154.23580350 71.25471927   

ticker             ABC         ABT          ACN         ADBE         ADI  \
date                                                                       
2013-07-01         nan         nan          nan          nan         nan   
2013-07-02         nan         nan          nan          nan         nan   
2013-07-03         nan         nan          nan          nan         nan   
2013-07-05         nan         nan          nan          nan         nan   
2013-07-08         nan         nan          nan          nan         nan   
2013-07-09         nan         nan          nan          nan         nan   
2013-07-10         nan         nan          nan          nan         nan   
2013-07-11         nan         nan          nan          nan         nan   
2013-07-12         nan         nan          nan          nan         nan   
2013-07-15         nan         nan          nan          nan         nan   
2013-07-16         nan         nan          nan          nan         nan   
2013-07-17         nan         nan          nan          nan         nan   
2013-07-18         nan         nan          nan          nan         nan   
2013-07-19         nan         nan          nan          nan         nan   
2013-07-22         nan         nan          nan          nan         nan   
2013-07-23         nan         nan          nan          nan         nan   
2013-07-24         nan         nan          nan          nan         nan   
2013-07-25         nan         nan          nan          nan         nan   
2013-07-26         nan         nan          nan          nan         nan   
2013-07-29         nan         nan          nan          nan         nan   
2013-07-30         nan         nan          nan          nan         nan   
2013-07-31         nan         nan          nan          nan         nan   
2013-08-01         nan         nan          nan          nan         nan   
2013-08-02         nan         nan          nan          nan         nan   
2013-08-05         nan         nan          nan          nan         nan   
2013-08-06         nan         nan          nan          nan         nan   
2013-08-07         nan         nan          nan          nan         nan   
2013-08-08         nan         nan          nan          nan         nan   
2013-08-09         nan         nan          nan          nan         nan   
2013-08-12         nan         nan          nan          nan         nan   
...                ...         ...          ...          ...         ...   
2017-05-19 89.02309701 44.67075594 122.92266008 138.39000000 81.70460313   
2017-05-22 89.02309701 44.67075594 122.92266008 138.39000000 81.70460313   
2017-05-23 89.02309701 44.61228637 122.92266008 139.19000000 81.56821771   
2017-05-24 89.02309701 44.24197905 122.92266008 139.95000000 81.56821771   
2017-05-25 89.02309701 44.24197905 122.92266008 141.25000000 81.53899227   
2017-05-26 89.83022148 44.22248920 122.92266008 143.48000000 81.53899227   
2017-05-30 89.89899667 44.22248920 122.92266008 143.48000000 81.53899227   
2017-05-31 89.89899667 44.22248920 122.92266008 143.48000000 82.97103909   
2017-06-01 90.18392245 44.85415091 122.92266008 143.48000000 88.15368471   
2017-06-02 91.66750152 45.19729742 122.98678196 143.48000000 88.15368471   
2017-06-05 92.19805298 45.63848579 123.66409762 143.57000000 88.15368471   
2017-06-06 92.19805298 45.83456951 124.64571452 144.34000000 88.15368471   
2017-06-07 92.19805298 45.83456951 124.66534686 144.34000000 88.15368471   
2017-06-08 92.19805298 45.83456951 124.66534686 144.34000000 88.15368471   
2017-06-09 92.19805298 46.06006578 124.66534686 144.34000000 88.15368471   
2017-06-12 92.19805298 46.38360392 124.66534686 144.34000000 88.15368471   
2017-06-13 92.19805298 46.78557555 124.66534686 144.34000000 88.15368471   
2017-06-14 92.19805298 46.78557555 125.21505233 144.34000000 88.15368471   
2017-06-15 92.93689500 46.93263834 125.64696377 144.34000000 88.15368471   
2017-06-16 93.51460659 47.39343508 125.64696377 144.34000000 88.15368471   
2017-06-19 93.51460659 47.43265182 125.64696377 144.34000000 88.15368471   
2017-06-20 93.51460659 48.20718252 126.10832371 144.34000000 88.15368471   
2017-06-21 93.51460659 48.33463693 126.10832371 144.34000000 88.15368471   
2017-06-22 93.97638286 48.33463693 126.10832371 147.45000000 88.15368471   
2017-06-23 95.96103830 48.61895833 126.10832371 147.45000000 88.15368471   
2017-06-26 95.96103830 48.61895833 126.10832371 147.45000000 88.15368471   
2017-06-27 95.96103830 48.61895833 126.10832371 147.45000000 88.15368471   
2017-06-28 95.96103830 48.61895833 126.10832371 147.45000000 88.15368471   
2017-06-29 95.96103830 48.61895833 126.10832371 147.45000000 88.15368471   
2017-06-30 96.13788879 48.61895833 126.10832371 147.45000000 88.15368471   

ticker         ...              XL        XLNX         XOM        XRAY  \
date           ...                                                       
2013-07-01     ...             nan         nan         nan         nan   
2013-07-02     ...             nan         nan         nan         nan   
2013-07-03     ...             nan         nan         nan         nan   
2013-07-05     ...             nan         nan         nan         nan   
2013-07-08     ...             nan         nan         nan         nan   
2013-07-09     ...             nan         nan         nan         nan   
2013-07-10     ...             nan         nan         nan         nan   
2013-07-11     ...             nan         nan         nan         nan   
2013-07-12     ...             nan         nan         nan         nan   
2013-07-15     ...             nan         nan         nan         nan   
2013-07-16     ...             nan         nan         nan         nan   
2013-07-17     ...             nan         nan         nan         nan   
2013-07-18     ...             nan         nan         nan         nan   
2013-07-19     ...             nan         nan         nan         nan   
2013-07-22     ...             nan         nan         nan         nan   
2013-07-23     ...             nan         nan         nan         nan   
2013-07-24     ...             nan         nan         nan         nan   
2013-07-25     ...             nan         nan         nan         nan   
2013-07-26     ...             nan         nan         nan         nan   
2013-07-29     ...             nan         nan         nan         nan   
2013-07-30     ...             nan         nan         nan         nan   
2013-07-31     ...             nan         nan         nan         nan   
2013-08-01     ...             nan         nan         nan         nan   
2013-08-02     ...             nan         nan         nan         nan   
2013-08-05     ...             nan         nan         nan         nan   
2013-08-06     ...             nan         nan         nan         nan   
2013-08-07     ...             nan         nan         nan         nan   
2013-08-08     ...             nan         nan         nan         nan   
2013-08-09     ...             nan         nan         nan         nan   
2013-08-12     ...             nan         nan         nan         nan   
...            ...             ...         ...         ...         ...   
2017-05-19     ...     42.45045831 64.78099015 80.03914378 65.16409344   
2017-05-22     ...     42.45045831 65.73134648 80.03914378 65.16409344   
2017-05-23     ...     42.45045831 66.37798068 80.03914378 65.16409344   
2017-05-24     ...     42.45045831 66.37798068 80.03914378 65.16409344   
2017-05-25     ...     42.45045831 66.37798068 80.03914378 65.16409344   
2017-05-26     ...     42.45045831 66.37798068 80.03914378 65.16409344   
2017-05-30     ...     42.51873800 66.37798068 80.03914378 65.16409344   
2017-05-31     ...     42.51873800 66.37798068 80.03914378 65.16409344   
2017-06-01     ...     42.63578889 66.37798068 80.03914378 65.16409344   
2017-06-02     ...     42.76259403 66.37798068 80.03914378 65.16409344   
2017-06-05     ...     42.76259403 66.37798068 80.03914378 65.16409344   
2017-06-06     ...     42.76259403 66.37798068 80.03914378 65.16409344   
2017-06-07     ...     42.76259403 66.37798068 80.03914378 65.16409344   
2017-06-08     ...     42.76259403 66.56413295 80.03914378 65.16409344   
2017-06-09     ...     42.76259403 66.72089276 80.03914378 65.16409344   
2017-06-12     ...     42.76259403 67.16177971 80.03914378 65.16409344   
2017-06-13     ...     42.76259403 67.16177971 80.48150839 65.16409344   
2017-06-14     ...     42.76259403 67.16177971 80.48150839 65.16409344   
2017-06-15     ...     42.76259403 67.16177971 80.48150839 65.16409344   
2017-06-16     ...     42.77872985 67.16177971 80.48150839 65.16409344   
2017-06-19     ...     43.19053518 67.16177971 80.48150839 65.16409344   
2017-06-20     ...     43.52390140 67.16177971 80.48150839 65.16409344   
2017-06-21     ...     43.52390140 67.16177971 80.48150839 65.16409344   
2017-06-22     ...     43.58273073 67.16177971 80.48150839 65.16409344   
2017-06-23     ...     43.58273073 67.16177971 80.48150839 65.16409344   
2017-06-26     ...     43.58273073 67.16177971 80.48150839 65.16409344   
2017-06-27     ...     43.58273073 67.16177971 80.48150839 65.16409344   
2017-06-28     ...     43.58273073 67.16177971 80.48150839 65.16409344   
2017-06-29     ...     43.58273073 67.16177971 80.48150839 65.16409344   
2017-06-30     ...     43.71019429 67.16177971 80.48150839 65.16409344   

ticker             XRX         XYL         YUM          ZBH        ZION  \
date                                                                      
2013-07-01         nan         nan         nan          nan         nan   
2013-07-02         nan         nan         nan          nan         nan   
2013-07-03         nan         nan         nan          nan         nan   
2013-07-05         nan         nan         nan          nan         nan   
2013-07-08         nan         nan         nan          nan         nan   
2013-07-09         nan         nan         nan          nan         nan   
2013-07-10         nan         nan         nan          nan         nan   
2013-07-11         nan         nan         nan          nan         nan   
2013-07-12         nan         nan         nan          nan         nan   
2013-07-15         nan         nan         nan          nan         nan   
2013-07-16         nan         nan         nan          nan         nan   
2013-07-17         nan         nan         nan          nan         nan   
2013-07-18         nan         nan         nan          nan         nan   
2013-07-19         nan         nan         nan          nan         nan   
2013-07-22         nan         nan         nan          nan         nan   
2013-07-23         nan         nan         nan          nan         nan   
2013-07-24         nan         nan         nan          nan         nan   
2013-07-25         nan         nan         nan          nan         nan   
2013-07-26         nan         nan         nan          nan         nan   
2013-07-29         nan         nan         nan          nan         nan   
2013-07-30         nan         nan         nan          nan         nan   
2013-07-31         nan         nan         nan          nan         nan   
2013-08-01         nan         nan         nan          nan         nan   
2013-08-02         nan         nan         nan          nan         nan   
2013-08-05         nan         nan         nan          nan         nan   
2013-08-06         nan         nan         nan          nan         nan   
2013-08-07         nan         nan         nan          nan         nan   
2013-08-08         nan         nan         nan          nan         nan   
2013-08-09         nan         nan         nan          nan         nan   
2013-08-12         nan         nan         nan          nan         nan   
...                ...         ...         ...          ...         ...   
2017-05-19 28.48544497 52.02155550 68.61184639 124.13150582 45.03971894   
2017-05-22 28.46218382 52.02155550 69.28055867 124.13150582 44.84286702   
2017-05-23 28.46218382 52.02155550 69.94927094 124.13150582 44.63617251   
2017-05-24 28.46218382 52.33730789 69.94927094 124.13150582 44.38026501   
2017-05-25 28.46218382 52.36696635 70.95233936 124.13150582 44.38026501   
2017-05-26 28.46218382 52.36696635 71.13918544 124.13150582 43.91766301   
2017-05-30 28.46218382 52.36696635 71.31619751 124.13150582 43.86845003   
2017-05-31 28.46218382 52.36696635 71.31619751 124.13150582 43.06135716   
2017-06-01 28.46218382 52.36696635 71.54237960 124.13150582 42.83497745   
2017-06-02 28.46218382 52.36696635 72.60445204 124.13150582 41.91961603   
2017-06-05 28.46218382 52.56468947 73.04698223 124.13150582 41.91961603   
2017-06-06 28.46218382 52.89093260 73.22399430 124.13150582 41.91961603   
2017-06-07 28.46218382 52.89093260 73.22399430 124.13150582 41.91961603   
2017-06-08 28.46218382 53.01945262 73.26333032 124.13150582 41.91961603   
2017-06-09 28.46218382 53.01945262 73.26333032 124.27006754 41.91961603   
2017-06-12 28.46218382 53.40501269 73.26333032 124.64616363 41.94292260   
2017-06-13 28.46218382 53.47421578 73.26333032 124.64616363 42.65298384   
2017-06-14 28.30895537 53.48410194 73.26333032 124.64616363 42.96856661   
2017-06-15 27.84927003 53.48410194 73.26333032 124.70554723 42.96856661   
2017-06-16 27.83011648 53.48410194 73.26333032 124.90349254 42.96856661   
2017-06-19 27.69604159 53.67441043 73.26333032 125.08164332 42.96856661   
2017-06-20 27.76307903 53.77080045 73.26333032 125.96240099 43.20525369   
2017-06-21 27.76307903 53.77080045 73.26333032 126.57613043 43.20525369   
2017-06-22 27.76307903 53.77080045 73.41084038 127.88340120 43.20525369   
2017-06-23 27.76307903 53.77080045 73.57801845 129.10303820 43.20525369   
2017-06-26 27.76307903 53.90920663 74.09922066 129.10303820 43.20525369   
2017-06-27 28.05995914 54.21567746 74.19746236 129.10303820 43.20525369   
2017-06-28 28.15572692 54.21567746 74.19746236 129.10303820 43.20525369   
2017-06-29 28.45399663 54.40351441 74.19746236 129.10303820 43.20525369   
2017-06-30 28.45399663 54.81873295 74.19746236 129.10303820 44.23089769   

ticker             ZTS  
date                    
2013-07-01         nan  
2013-07-02         nan  
2013-07-03         nan  
2013-07-05         nan  
2013-07-08         nan  
2013-07-09         nan  
2013-07-10         nan  
2013-07-11         nan  
2013-07-12         nan  
2013-07-15         nan  
2013-07-16         nan  
2013-07-17         nan  
2013-07-18         nan  
2013-07-19         nan  
2013-07-22         nan  
2013-07-23         nan  
2013-07-24         nan  
2013-07-25         nan  
2013-07-26         nan  
2013-07-29         nan  
2013-07-30         nan  
2013-07-31         nan  
2013-08-01         nan  
2013-08-02         nan  
2013-08-05         nan  
2013-08-06         nan  
2013-08-07         nan  
2013-08-08         nan  
2013-08-09         nan  
2013-08-12         nan  
...                ...  
2017-05-19 59.99923226  
2017-05-22 60.22778184  
2017-05-23 60.49607916  
2017-05-24 61.07242157  
2017-05-25 62.09095773  
2017-05-26 62.24080676  
2017-05-30 62.71201636  
2017-05-31 62.71201636  
2017-06-01 62.71201636  
2017-06-02 62.71201636  
2017-06-05 62.90081818  
2017-06-06 62.90081818  
2017-06-07 62.90081818  
2017-06-08 63.02006144  
2017-06-09 63.08962001  
2017-06-12 63.08962001  
2017-06-13 63.08962001  
2017-06-14 63.08962001  
2017-06-15 63.08962001  
2017-06-16 63.08962001  
2017-06-19 63.08962001  
2017-06-20 63.08962001  
2017-06-21 63.54989342  
2017-06-22 63.54989342  
2017-06-23 63.54989342  
2017-06-26 63.54989342  
2017-06-27 63.54989342  
2017-06-28 63.54989342  
2017-06-29 63.54989342  
2017-06-30 63.54989342  

[1009 rows x 519 columns]

Compute Long and Short Signals

Using the generated indicator of highs and lows, create long and short signals using a breakout strategy. Implement get_long_short to generate the following signals:

Signal Condition
-1 Low > Close Price
1 High < Close Price
0 Otherwise

In this chart, Close Price is the close parameter. Low and High are the values generated from get_high_lows_lookback, the lookback_high and lookback_low parameters.

In [9]:
def get_long_short(close, lookback_high, lookback_low):
    """
    Generate the signals long, short, and do nothing.
    
    Parameters
    ----------
    close : DataFrame
        Close price for each ticker and date
    lookback_high : DataFrame
        Lookback high price for each ticker and date
    lookback_low : DataFrame
        Lookback low price for each ticker and date
    
    Returns
    -------
    long_short : DataFrame
        The long, short, and do nothing signals for each ticker and date
    """
    
    #TODO: Implement function
    
    #print(close)
    #print(close.shape)
    #print(lookback_high)
    #print(lookback_high.shape)
    #print(lookback_low)
    #print(lookback_low.shape)
    
    long_short = close.copy()
    long_short[:] = 0
    long_short[close > lookback_high] = 1
    long_short[close < lookback_low] = -1
    
    return long_short.astype(np.int64)

project_tests.test_get_long_short(get_long_short)
Tests Passed

View Data

Let's compare the signals you generated against the close prices. This chart will show a lot of signals. Too many in fact. We'll talk about filtering the redundant signals in the next problem.

In [10]:
signal = get_long_short(close, lookback_high, lookback_low)
project_helper.plot_signal(
    close[apple_ticker],
    signal[apple_ticker],
    'Long and Short of {} Stock'.format(apple_ticker))

Filter Signals

That was a lot of repeated signals! If we're already shorting a stock, having an additional signal to short a stock isn't helpful for this strategy. This also applies to additional long signals when the last signal was long.

Implement filter_signals to filter out repeated long or short signals within the lookahead_days. If the previous signal was the same, change the signal to 0 (do nothing signal). For example, say you have a single stock time series that is

[1, 0, 1, 0, 1, 0, -1, -1]

Running filter_signals with a lookahead of 3 days should turn those signals into

[1, 0, 0, 0, 1, 0, -1, 0]

To help you implement the function, we have provided you with the clear_signals function. This will remove all signals within a window after the last signal. For example, say you're using a windows size of 3 with clear_signals. It would turn the Series of long signals

[0, 1, 0, 0, 1, 1, 0, 1, 0]

into

[0, 1, 0, 0, 0, 1, 0, 0, 0]

clear_signals only takes a Series of the same type of signals, where 1 is the signal and 0 is no signal. It can't take a mix of long and short signals. Using this function, implement filter_signals.

For implementing filter_signals, we don't reccommend you try to find a vectorized solution. Instead, you should use the iterrows over each column.

In [11]:
def clear_signals(signals, window_size):
    """
    Clear out signals in a Series of just long or short signals.
    
    Remove the number of signals down to 1 within the window size time period.
    
    Parameters
    ----------
    signals : Pandas Series
        The long, short, or do nothing signals
    window_size : int
        The number of days to have a single signal       
    
    Returns
    -------
    signals : Pandas Series
        Signals with the signals removed from the window size
    """
    # Start with buffer of window size
    # This handles the edge case of calculating past_signal in the beginning
    clean_signals = [0]*window_size
    
    for signal_i, current_signal in enumerate(signals):
        # Check if there was a signal in the past window_size of days
        has_past_signal = bool(sum(clean_signals[signal_i:signal_i+window_size]))
        # Use the current signal if there's no past signal, else 0/False
        clean_signals.append(not has_past_signal and current_signal)
        
    # Remove buffer
    clean_signals = clean_signals[window_size:]

    # Return the signals as a Series of Ints
    return pd.Series(np.array(clean_signals).astype(np.int), signals.index)


def filter_signals(signal, lookahead_days):
    """
    Filter out signals in a DataFrame.
    
    Parameters
    ----------
    signal : DataFrame
        The long, short, and do nothing signals for each ticker and date
    lookahead_days : int
        The number of days to look ahead
    
    Returns
    -------
    filtered_signal : DataFrame
        The filtered long, short, and do nothing signals for each ticker and date
    """
    #TODO: Implement function
    
    print("signal", signal)
    
    #high
    signal_high = signal.replace({-1:0})
    print("high", signal_high)
    
    #low
    signal_low = signal.replace({1:0})
    print("low", signal_low)
    
    #iterate
    for c in signal.columns:
        signal_high[c] = clear_signals(signal_high[c], lookahead_days)
        signal_low[c] = clear_signals(signal_low[c], lookahead_days)

    filtered_signal = signal_high + signal_low
    print("combined", filtered_signal)

    return filtered_signal

project_tests.test_filter_signals(filter_signals)
signal             KXO  MNW  JHUA
2004-08-02    0    0     0
2004-08-03   -1   -1    -1
2004-08-04    1    0    -1
2004-08-05    0    0     0
2004-08-06    1    0     0
2004-08-07    0    1     0
2004-08-08    0    0     1
2004-08-09    0   -1     1
2004-08-10   -1    0     0
2004-08-11    0    0     0
high             KXO  MNW  JHUA
2004-08-02    0    0     0
2004-08-03    0    0     0
2004-08-04    1    0     0
2004-08-05    0    0     0
2004-08-06    1    0     0
2004-08-07    0    1     0
2004-08-08    0    0     1
2004-08-09    0    0     1
2004-08-10    0    0     0
2004-08-11    0    0     0
low             KXO  MNW  JHUA
2004-08-02    0    0     0
2004-08-03   -1   -1    -1
2004-08-04    0    0    -1
2004-08-05    0    0     0
2004-08-06    0    0     0
2004-08-07    0    0     0
2004-08-08    0    0     0
2004-08-09    0   -1     0
2004-08-10   -1    0     0
2004-08-11    0    0     0
combined             KXO  MNW  JHUA
2004-08-02    0    0     0
2004-08-03   -1   -1    -1
2004-08-04    1    0     0
2004-08-05    0    0     0
2004-08-06    0    0     0
2004-08-07    0    1     0
2004-08-08    0    0     1
2004-08-09    0   -1     0
2004-08-10   -1    0     0
2004-08-11    0    0     0
Tests Passed

View Data

Let's view the same chart as before, but with the redundant signals removed.

In [12]:
signal_5 = filter_signals(signal, 5)
signal_10 = filter_signals(signal, 10)
signal_20 = filter_signals(signal, 20)
for signal_data, signal_days in [(signal_5, 5), (signal_10, 10), (signal_20, 20)]:
    project_helper.plot_signal(
        close[apple_ticker],
        signal_data[apple_ticker],
        'Long and Short of {} Stock with {} day signal window'.format(apple_ticker, signal_days))
signal ticker      A  AAL  AAP  AAPL  ABBV  ABC  ABT  ACN  ADBE  ADI ...   XL  XLNX  \
date                                                          ...              
2013-07-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-03  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-10  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-11  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-16  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-17  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-18  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-24  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-25  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-31  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-07  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
...        ..  ...  ...   ...   ...  ...  ...  ...   ...  ... ...   ..   ...   
2017-05-19  0    0    0     0     0    0    0    0     0    0 ...    0     1   
2017-05-22  0    0    0     0     0    0    0    0     1    0 ...    0     1   
2017-05-23  1    0    0     0     0    0    0    0     1    0 ...    0     0   
2017-05-24  0    0   -1     0     0    0    0    0     1    0 ...    0     0   
2017-05-25  0    1    0     0     0    1    0    0     1    0 ...    0     0   
2017-05-26  0    1    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-30  1    0    0     0     0    0    0    0     0    1 ...    0     0   
2017-05-31  0    0    0     0     0    1    1    0     0    1 ...    1     0   
2017-06-01  0    1    0     0     0    1    1    1     0    0 ...    0     0   
2017-06-02  0    1    0     0     0    1    1    1     0    0 ...    0     0   
2017-06-05  0    0    0     0     1    0    1    1     1    0 ...    0     0   
2017-06-06  0    0    0     0     1    0    0    0     0    0 ...    0     0   
2017-06-07  0    1    0     0     1    0    0    0     0    0 ...    0     1   
2017-06-08  0    1   -1     0     0    0    0    0     0    0 ...    0     1   
2017-06-09  0    0    0     0     1    0    1    0     0    0 ...    0     0   
2017-06-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-13  0    0    0     0     0    0    0    1     0    0 ...    0     0   
2017-06-14  0    0    0     0     1    1    0    0     0    0 ...    0     0   
2017-06-15  0    0    0     0     0    0    1    0     0    0 ...    0     0   
2017-06-16  0    0    0     0     1    0    0    0     0    0 ...    1     0   
2017-06-19  0    0    0     0     1    0    1    0     0    0 ...    1     0   
2017-06-20  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-21  0    0   -1     0     0    1    0    0     0    0 ...    0     0   
2017-06-22  0    0    0     0     1    1    0    0     0    0 ...    0     0   
2017-06-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-27  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-28  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-29  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   

ticker      XOM  XRAY  XRX  XYL  YUM  ZBH  ZION  ZTS  
date                                                  
2013-07-01    0     0    0    0    0    0     0    0  
2013-07-02    0     0    0    0    0    0     0    0  
2013-07-03    0     0    0    0    0    0     0    0  
2013-07-05    0     0    0    0    0    0     0    0  
2013-07-08    0     0    0    0    0    0     0    0  
2013-07-09    0     0    0    0    0    0     0    0  
2013-07-10    0     0    0    0    0    0     0    0  
2013-07-11    0     0    0    0    0    0     0    0  
2013-07-12    0     0    0    0    0    0     0    0  
2013-07-15    0     0    0    0    0    0     0    0  
2013-07-16    0     0    0    0    0    0     0    0  
2013-07-17    0     0    0    0    0    0     0    0  
2013-07-18    0     0    0    0    0    0     0    0  
2013-07-19    0     0    0    0    0    0     0    0  
2013-07-22    0     0    0    0    0    0     0    0  
2013-07-23    0     0    0    0    0    0     0    0  
2013-07-24    0     0    0    0    0    0     0    0  
2013-07-25    0     0    0    0    0    0     0    0  
2013-07-26    0     0    0    0    0    0     0    0  
2013-07-29    0     0    0    0    0    0     0    0  
2013-07-30    0     0    0    0    0    0     0    0  
2013-07-31    0     0    0    0    0    0     0    0  
2013-08-01    0     0    0    0    0    0     0    0  
2013-08-02    0     0    0    0    0    0     0    0  
2013-08-05    0     0    0    0    0    0     0    0  
2013-08-06    0     0    0    0    0    0     0    0  
2013-08-07    0     0    0    0    0    0     0    0  
2013-08-08    0     0    0    0    0    0     0    0  
2013-08-09    0     0    0    0    0    0     0    0  
2013-08-12    0     0    0    0    0    0     0    0  
...         ...   ...  ...  ...  ...  ...   ...  ...  
2017-05-19    0     0    0    0    1    0     0    0  
2017-05-22    0     0    0    0    1    0     0    0  
2017-05-23    0     0    0    1    0    0     0    1  
2017-05-24    0     0    0    0    1    0     0    1  
2017-05-25    0     0    0    0    0    0     0    1  
2017-05-26    0     0    0    0    0    0     0    0  
2017-05-30    0     0    0    0    0    0     0    0  
2017-05-31    0     0    0    0    1    0     0    0  
2017-06-01    0     0    0    0    1    0     0    0  
2017-06-02   -1     0    0    1    1    0     0    0  
2017-06-05    0     0    0    1    0    0     0    0  
2017-06-06    0     0    0    0    0    0     0    0  
2017-06-07    0     0    0    0    0    0     0    0  
2017-06-08    0     0    0    0    0    0     0    0  
2017-06-09    0     0    0    1    0    0     0    0  
2017-06-12    0     0    0    0    0    0     1    0  
2017-06-13    0     0    0    0    0    0     0    0  
2017-06-14    0     0    0    0    0    0     0    0  
2017-06-15    0     0    0    0    0    0     0    0  
2017-06-16    0     0    0    0    0    0     0    0  
2017-06-19    0     0    0    0    0    1     0    0  
2017-06-20    0     0    0    0    0    0     0    0  
2017-06-21    0     0    0    0    0    1     0    0  
2017-06-22    0     0    0    0    0    1     0    0  
2017-06-23    0     0    0    0    0    0     0    0  
2017-06-26    0     0    1    1    0    0     0    0  
2017-06-27    0     0    0    0    0    0     0    0  
2017-06-28    0     0    1    1    0    0     0    0  
2017-06-29    0     0    0    0    0    0     1    0  
2017-06-30    0     0    0    0    0    0     0    0  

[1009 rows x 519 columns]
high ticker      A  AAL  AAP  AAPL  ABBV  ABC  ABT  ACN  ADBE  ADI ...   XL  XLNX  \
date                                                          ...              
2013-07-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-03  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-10  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-11  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-16  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-17  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-18  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-24  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-25  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-31  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-07  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
...        ..  ...  ...   ...   ...  ...  ...  ...   ...  ... ...   ..   ...   
2017-05-19  0    0    0     0     0    0    0    0     0    0 ...    0     1   
2017-05-22  0    0    0     0     0    0    0    0     1    0 ...    0     1   
2017-05-23  1    0    0     0     0    0    0    0     1    0 ...    0     0   
2017-05-24  0    0    0     0     0    0    0    0     1    0 ...    0     0   
2017-05-25  0    1    0     0     0    1    0    0     1    0 ...    0     0   
2017-05-26  0    1    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-30  1    0    0     0     0    0    0    0     0    1 ...    0     0   
2017-05-31  0    0    0     0     0    1    1    0     0    1 ...    1     0   
2017-06-01  0    1    0     0     0    1    1    1     0    0 ...    0     0   
2017-06-02  0    1    0     0     0    1    1    1     0    0 ...    0     0   
2017-06-05  0    0    0     0     1    0    1    1     1    0 ...    0     0   
2017-06-06  0    0    0     0     1    0    0    0     0    0 ...    0     0   
2017-06-07  0    1    0     0     1    0    0    0     0    0 ...    0     1   
2017-06-08  0    1    0     0     0    0    0    0     0    0 ...    0     1   
2017-06-09  0    0    0     0     1    0    1    0     0    0 ...    0     0   
2017-06-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-13  0    0    0     0     0    0    0    1     0    0 ...    0     0   
2017-06-14  0    0    0     0     1    1    0    0     0    0 ...    0     0   
2017-06-15  0    0    0     0     0    0    1    0     0    0 ...    0     0   
2017-06-16  0    0    0     0     1    0    0    0     0    0 ...    1     0   
2017-06-19  0    0    0     0     1    0    1    0     0    0 ...    1     0   
2017-06-20  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-21  0    0    0     0     0    1    0    0     0    0 ...    0     0   
2017-06-22  0    0    0     0     1    1    0    0     0    0 ...    0     0   
2017-06-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-27  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-28  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   

ticker      XOM  XRAY  XRX  XYL  YUM  ZBH  ZION  ZTS  
date                                                  
2013-07-01    0     0    0    0    0    0     0    0  
2013-07-02    0     0    0    0    0    0     0    0  
2013-07-03    0     0    0    0    0    0     0    0  
2013-07-05    0     0    0    0    0    0     0    0  
2013-07-08    0     0    0    0    0    0     0    0  
2013-07-09    0     0    0    0    0    0     0    0  
2013-07-10    0     0    0    0    0    0     0    0  
2013-07-11    0     0    0    0    0    0     0    0  
2013-07-12    0     0    0    0    0    0     0    0  
2013-07-15    0     0    0    0    0    0     0    0  
2013-07-16    0     0    0    0    0    0     0    0  
2013-07-17    0     0    0    0    0    0     0    0  
2013-07-18    0     0    0    0    0    0     0    0  
2013-07-19    0     0    0    0    0    0     0    0  
2013-07-22    0     0    0    0    0    0     0    0  
2013-07-23    0     0    0    0    0    0     0    0  
2013-07-24    0     0    0    0    0    0     0    0  
2013-07-25    0     0    0    0    0    0     0    0  
2013-07-26    0     0    0    0    0    0     0    0  
2013-07-29    0     0    0    0    0    0     0    0  
2013-07-30    0     0    0    0    0    0     0    0  
2013-07-31    0     0    0    0    0    0     0    0  
2013-08-01    0     0    0    0    0    0     0    0  
2013-08-02    0     0    0    0    0    0     0    0  
2013-08-05    0     0    0    0    0    0     0    0  
2013-08-06    0     0    0    0    0    0     0    0  
2013-08-07    0     0    0    0    0    0     0    0  
2013-08-08    0     0    0    0    0    0     0    0  
2013-08-09    0     0    0    0    0    0     0    0  
2013-08-12    0     0    0    0    0    0     0    0  
...         ...   ...  ...  ...  ...  ...   ...  ...  
2017-05-19    0     0    0    0    1    0     0    0  
2017-05-22    0     0    0    0    1    0     0    0  
2017-05-23    0     0    0    1    0    0     0    1  
2017-05-24    0     0    0    0    1    0     0    1  
2017-05-25    0     0    0    0    0    0     0    1  
2017-05-26    0     0    0    0    0    0     0    0  
2017-05-30    0     0    0    0    0    0     0    0  
2017-05-31    0     0    0    0    1    0     0    0  
2017-06-01    0     0    0    0    1    0     0    0  
2017-06-02    0     0    0    1    1    0     0    0  
2017-06-05    0     0    0    1    0    0     0    0  
2017-06-06    0     0    0    0    0    0     0    0  
2017-06-07    0     0    0    0    0    0     0    0  
2017-06-08    0     0    0    0    0    0     0    0  
2017-06-09    0     0    0    1    0    0     0    0  
2017-06-12    0     0    0    0    0    0     1    0  
2017-06-13    0     0    0    0    0    0     0    0  
2017-06-14    0     0    0    0    0    0     0    0  
2017-06-15    0     0    0    0    0    0     0    0  
2017-06-16    0     0    0    0    0    0     0    0  
2017-06-19    0     0    0    0    0    1     0    0  
2017-06-20    0     0    0    0    0    0     0    0  
2017-06-21    0     0    0    0    0    1     0    0  
2017-06-22    0     0    0    0    0    1     0    0  
2017-06-23    0     0    0    0    0    0     0    0  
2017-06-26    0     0    1    1    0    0     0    0  
2017-06-27    0     0    0    0    0    0     0    0  
2017-06-28    0     0    1    1    0    0     0    0  
2017-06-29    0     0    0    0    0    0     1    0  
2017-06-30    0     0    0    0    0    0     0    0  

[1009 rows x 519 columns]
low ticker      A  AAL  AAP  AAPL  ABBV  ABC  ABT  ACN  ADBE  ADI ...   XL  XLNX  \
date                                                          ...              
2013-07-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-03  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-10  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-11  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-16  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-17  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-18  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-24  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-25  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-31  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-07  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
...        ..  ...  ...   ...   ...  ...  ...  ...   ...  ... ...   ..   ...   
2017-05-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-24  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-05-25  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-31  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-07  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-08  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-13  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-14  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-16  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-20  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-21  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-27  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-28  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-29  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   

ticker      XOM  XRAY  XRX  XYL  YUM  ZBH  ZION  ZTS  
date                                                  
2013-07-01    0     0    0    0    0    0     0    0  
2013-07-02    0     0    0    0    0    0     0    0  
2013-07-03    0     0    0    0    0    0     0    0  
2013-07-05    0     0    0    0    0    0     0    0  
2013-07-08    0     0    0    0    0    0     0    0  
2013-07-09    0     0    0    0    0    0     0    0  
2013-07-10    0     0    0    0    0    0     0    0  
2013-07-11    0     0    0    0    0    0     0    0  
2013-07-12    0     0    0    0    0    0     0    0  
2013-07-15    0     0    0    0    0    0     0    0  
2013-07-16    0     0    0    0    0    0     0    0  
2013-07-17    0     0    0    0    0    0     0    0  
2013-07-18    0     0    0    0    0    0     0    0  
2013-07-19    0     0    0    0    0    0     0    0  
2013-07-22    0     0    0    0    0    0     0    0  
2013-07-23    0     0    0    0    0    0     0    0  
2013-07-24    0     0    0    0    0    0     0    0  
2013-07-25    0     0    0    0    0    0     0    0  
2013-07-26    0     0    0    0    0    0     0    0  
2013-07-29    0     0    0    0    0    0     0    0  
2013-07-30    0     0    0    0    0    0     0    0  
2013-07-31    0     0    0    0    0    0     0    0  
2013-08-01    0     0    0    0    0    0     0    0  
2013-08-02    0     0    0    0    0    0     0    0  
2013-08-05    0     0    0    0    0    0     0    0  
2013-08-06    0     0    0    0    0    0     0    0  
2013-08-07    0     0    0    0    0    0     0    0  
2013-08-08    0     0    0    0    0    0     0    0  
2013-08-09    0     0    0    0    0    0     0    0  
2013-08-12    0     0    0    0    0    0     0    0  
...         ...   ...  ...  ...  ...  ...   ...  ...  
2017-05-19    0     0    0    0    0    0     0    0  
2017-05-22    0     0    0    0    0    0     0    0  
2017-05-23    0     0    0    0    0    0     0    0  
2017-05-24    0     0    0    0    0    0     0    0  
2017-05-25    0     0    0    0    0    0     0    0  
2017-05-26    0     0    0    0    0    0     0    0  
2017-05-30    0     0    0    0    0    0     0    0  
2017-05-31    0     0    0    0    0    0     0    0  
2017-06-01    0     0    0    0    0    0     0    0  
2017-06-02   -1     0    0    0    0    0     0    0  
2017-06-05    0     0    0    0    0    0     0    0  
2017-06-06    0     0    0    0    0    0     0    0  
2017-06-07    0     0    0    0    0    0     0    0  
2017-06-08    0     0    0    0    0    0     0    0  
2017-06-09    0     0    0    0    0    0     0    0  
2017-06-12    0     0    0    0    0    0     0    0  
2017-06-13    0     0    0    0    0    0     0    0  
2017-06-14    0     0    0    0    0    0     0    0  
2017-06-15    0     0    0    0    0    0     0    0  
2017-06-16    0     0    0    0    0    0     0    0  
2017-06-19    0     0    0    0    0    0     0    0  
2017-06-20    0     0    0    0    0    0     0    0  
2017-06-21    0     0    0    0    0    0     0    0  
2017-06-22    0     0    0    0    0    0     0    0  
2017-06-23    0     0    0    0    0    0     0    0  
2017-06-26    0     0    0    0    0    0     0    0  
2017-06-27    0     0    0    0    0    0     0    0  
2017-06-28    0     0    0    0    0    0     0    0  
2017-06-29    0     0    0    0    0    0     0    0  
2017-06-30    0     0    0    0    0    0     0    0  

[1009 rows x 519 columns]
combined ticker      A  AAL  AAP  AAPL  ABBV  ABC  ABT  ACN  ADBE  ADI ...   XL  XLNX  \
date                                                          ...              
2013-07-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-03  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-10  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-11  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-16  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-17  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-18  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-24  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-25  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-31  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-07  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
...        ..  ...  ...   ...   ...  ...  ...  ...   ...  ... ...   ..   ...   
2017-05-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-22  0    0    0     0     0    0    0    0     1    0 ...    0     0   
2017-05-23  1    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-24  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-05-25  0    1    0     0     0    1    0    0     0    0 ...    0     0   
2017-05-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-30  0    0    0     0     0    0    0    0     0    1 ...    0     0   
2017-05-31  0    0    0     0     0    0    1    0     0    0 ...    1     0   
2017-06-01  0    0    0     0     0    0    0    1     0    0 ...    0     0   
2017-06-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-05  0    0    0     0     1    0    0    0     1    0 ...    0     0   
2017-06-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-07  0    1    0     0     0    0    0    0     0    0 ...    0     1   
2017-06-08  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-09  0    0    0     0     0    0    1    0     0    0 ...    0     0   
2017-06-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-13  0    0    0     0     0    0    0    1     0    0 ...    0     0   
2017-06-14  0    0    0     0     1    1    0    0     0    0 ...    0     0   
2017-06-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-16  0    0    0     0     0    0    0    0     0    0 ...    1     0   
2017-06-19  0    0    0     0     0    0    1    0     0    0 ...    0     0   
2017-06-20  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-21  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-22  0    0    0     0     1    1    0    0     0    0 ...    0     0   
2017-06-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-27  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-28  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-29  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   

ticker      XOM  XRAY  XRX  XYL  YUM  ZBH  ZION  ZTS  
date                                                  
2013-07-01    0     0    0    0    0    0     0    0  
2013-07-02    0     0    0    0    0    0     0    0  
2013-07-03    0     0    0    0    0    0     0    0  
2013-07-05    0     0    0    0    0    0     0    0  
2013-07-08    0     0    0    0    0    0     0    0  
2013-07-09    0     0    0    0    0    0     0    0  
2013-07-10    0     0    0    0    0    0     0    0  
2013-07-11    0     0    0    0    0    0     0    0  
2013-07-12    0     0    0    0    0    0     0    0  
2013-07-15    0     0    0    0    0    0     0    0  
2013-07-16    0     0    0    0    0    0     0    0  
2013-07-17    0     0    0    0    0    0     0    0  
2013-07-18    0     0    0    0    0    0     0    0  
2013-07-19    0     0    0    0    0    0     0    0  
2013-07-22    0     0    0    0    0    0     0    0  
2013-07-23    0     0    0    0    0    0     0    0  
2013-07-24    0     0    0    0    0    0     0    0  
2013-07-25    0     0    0    0    0    0     0    0  
2013-07-26    0     0    0    0    0    0     0    0  
2013-07-29    0     0    0    0    0    0     0    0  
2013-07-30    0     0    0    0    0    0     0    0  
2013-07-31    0     0    0    0    0    0     0    0  
2013-08-01    0     0    0    0    0    0     0    0  
2013-08-02    0     0    0    0    0    0     0    0  
2013-08-05    0     0    0    0    0    0     0    0  
2013-08-06    0     0    0    0    0    0     0    0  
2013-08-07    0     0    0    0    0    0     0    0  
2013-08-08    0     0    0    0    0    0     0    0  
2013-08-09    0     0    0    0    0    0     0    0  
2013-08-12    0     0    0    0    0    0     0    0  
...         ...   ...  ...  ...  ...  ...   ...  ...  
2017-05-19    0     0    0    0    1    0     0    0  
2017-05-22    0     0    0    0    0    0     0    0  
2017-05-23    0     0    0    1    0    0     0    0  
2017-05-24    0     0    0    0    0    0     0    1  
2017-05-25    0     0    0    0    0    0     0    0  
2017-05-26    0     0    0    0    0    0     0    0  
2017-05-30    0     0    0    0    0    0     0    0  
2017-05-31    0     0    0    0    1    0     0    0  
2017-06-01    0     0    0    0    0    0     0    0  
2017-06-02   -1     0    0    1    0    0     0    0  
2017-06-05    0     0    0    0    0    0     0    0  
2017-06-06    0     0    0    0    0    0     0    0  
2017-06-07    0     0    0    0    0    0     0    0  
2017-06-08    0     0    0    0    0    0     0    0  
2017-06-09    0     0    0    0    0    0     0    0  
2017-06-12    0     0    0    0    0    0     1    0  
2017-06-13    0     0    0    0    0    0     0    0  
2017-06-14    0     0    0    0    0    0     0    0  
2017-06-15    0     0    0    0    0    0     0    0  
2017-06-16    0     0    0    0    0    0     0    0  
2017-06-19    0     0    0    0    0    1     0    0  
2017-06-20    0     0    0    0    0    0     0    0  
2017-06-21    0     0    0    0    0    0     0    0  
2017-06-22    0     0    0    0    0    0     0    0  
2017-06-23    0     0    0    0    0    0     0    0  
2017-06-26    0     0    1    1    0    0     0    0  
2017-06-27    0     0    0    0    0    0     0    0  
2017-06-28    0     0    0    0    0    0     0    0  
2017-06-29    0     0    0    0    0    0     1    0  
2017-06-30    0     0    0    0    0    0     0    0  

[1009 rows x 519 columns]
signal ticker      A  AAL  AAP  AAPL  ABBV  ABC  ABT  ACN  ADBE  ADI ...   XL  XLNX  \
date                                                          ...              
2013-07-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-03  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-10  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-11  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-16  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-17  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-18  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-24  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-25  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-31  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-07  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
...        ..  ...  ...   ...   ...  ...  ...  ...   ...  ... ...   ..   ...   
2017-05-19  0    0    0     0     0    0    0    0     0    0 ...    0     1   
2017-05-22  0    0    0     0     0    0    0    0     1    0 ...    0     1   
2017-05-23  1    0    0     0     0    0    0    0     1    0 ...    0     0   
2017-05-24  0    0   -1     0     0    0    0    0     1    0 ...    0     0   
2017-05-25  0    1    0     0     0    1    0    0     1    0 ...    0     0   
2017-05-26  0    1    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-30  1    0    0     0     0    0    0    0     0    1 ...    0     0   
2017-05-31  0    0    0     0     0    1    1    0     0    1 ...    1     0   
2017-06-01  0    1    0     0     0    1    1    1     0    0 ...    0     0   
2017-06-02  0    1    0     0     0    1    1    1     0    0 ...    0     0   
2017-06-05  0    0    0     0     1    0    1    1     1    0 ...    0     0   
2017-06-06  0    0    0     0     1    0    0    0     0    0 ...    0     0   
2017-06-07  0    1    0     0     1    0    0    0     0    0 ...    0     1   
2017-06-08  0    1   -1     0     0    0    0    0     0    0 ...    0     1   
2017-06-09  0    0    0     0     1    0    1    0     0    0 ...    0     0   
2017-06-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-13  0    0    0     0     0    0    0    1     0    0 ...    0     0   
2017-06-14  0    0    0     0     1    1    0    0     0    0 ...    0     0   
2017-06-15  0    0    0     0     0    0    1    0     0    0 ...    0     0   
2017-06-16  0    0    0     0     1    0    0    0     0    0 ...    1     0   
2017-06-19  0    0    0     0     1    0    1    0     0    0 ...    1     0   
2017-06-20  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-21  0    0   -1     0     0    1    0    0     0    0 ...    0     0   
2017-06-22  0    0    0     0     1    1    0    0     0    0 ...    0     0   
2017-06-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-27  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-28  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-29  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   

ticker      XOM  XRAY  XRX  XYL  YUM  ZBH  ZION  ZTS  
date                                                  
2013-07-01    0     0    0    0    0    0     0    0  
2013-07-02    0     0    0    0    0    0     0    0  
2013-07-03    0     0    0    0    0    0     0    0  
2013-07-05    0     0    0    0    0    0     0    0  
2013-07-08    0     0    0    0    0    0     0    0  
2013-07-09    0     0    0    0    0    0     0    0  
2013-07-10    0     0    0    0    0    0     0    0  
2013-07-11    0     0    0    0    0    0     0    0  
2013-07-12    0     0    0    0    0    0     0    0  
2013-07-15    0     0    0    0    0    0     0    0  
2013-07-16    0     0    0    0    0    0     0    0  
2013-07-17    0     0    0    0    0    0     0    0  
2013-07-18    0     0    0    0    0    0     0    0  
2013-07-19    0     0    0    0    0    0     0    0  
2013-07-22    0     0    0    0    0    0     0    0  
2013-07-23    0     0    0    0    0    0     0    0  
2013-07-24    0     0    0    0    0    0     0    0  
2013-07-25    0     0    0    0    0    0     0    0  
2013-07-26    0     0    0    0    0    0     0    0  
2013-07-29    0     0    0    0    0    0     0    0  
2013-07-30    0     0    0    0    0    0     0    0  
2013-07-31    0     0    0    0    0    0     0    0  
2013-08-01    0     0    0    0    0    0     0    0  
2013-08-02    0     0    0    0    0    0     0    0  
2013-08-05    0     0    0    0    0    0     0    0  
2013-08-06    0     0    0    0    0    0     0    0  
2013-08-07    0     0    0    0    0    0     0    0  
2013-08-08    0     0    0    0    0    0     0    0  
2013-08-09    0     0    0    0    0    0     0    0  
2013-08-12    0     0    0    0    0    0     0    0  
...         ...   ...  ...  ...  ...  ...   ...  ...  
2017-05-19    0     0    0    0    1    0     0    0  
2017-05-22    0     0    0    0    1    0     0    0  
2017-05-23    0     0    0    1    0    0     0    1  
2017-05-24    0     0    0    0    1    0     0    1  
2017-05-25    0     0    0    0    0    0     0    1  
2017-05-26    0     0    0    0    0    0     0    0  
2017-05-30    0     0    0    0    0    0     0    0  
2017-05-31    0     0    0    0    1    0     0    0  
2017-06-01    0     0    0    0    1    0     0    0  
2017-06-02   -1     0    0    1    1    0     0    0  
2017-06-05    0     0    0    1    0    0     0    0  
2017-06-06    0     0    0    0    0    0     0    0  
2017-06-07    0     0    0    0    0    0     0    0  
2017-06-08    0     0    0    0    0    0     0    0  
2017-06-09    0     0    0    1    0    0     0    0  
2017-06-12    0     0    0    0    0    0     1    0  
2017-06-13    0     0    0    0    0    0     0    0  
2017-06-14    0     0    0    0    0    0     0    0  
2017-06-15    0     0    0    0    0    0     0    0  
2017-06-16    0     0    0    0    0    0     0    0  
2017-06-19    0     0    0    0    0    1     0    0  
2017-06-20    0     0    0    0    0    0     0    0  
2017-06-21    0     0    0    0    0    1     0    0  
2017-06-22    0     0    0    0    0    1     0    0  
2017-06-23    0     0    0    0    0    0     0    0  
2017-06-26    0     0    1    1    0    0     0    0  
2017-06-27    0     0    0    0    0    0     0    0  
2017-06-28    0     0    1    1    0    0     0    0  
2017-06-29    0     0    0    0    0    0     1    0  
2017-06-30    0     0    0    0    0    0     0    0  

[1009 rows x 519 columns]
high ticker      A  AAL  AAP  AAPL  ABBV  ABC  ABT  ACN  ADBE  ADI ...   XL  XLNX  \
date                                                          ...              
2013-07-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-03  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-10  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-11  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-16  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-17  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-18  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-24  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-25  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-31  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-07  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
...        ..  ...  ...   ...   ...  ...  ...  ...   ...  ... ...   ..   ...   
2017-05-19  0    0    0     0     0    0    0    0     0    0 ...    0     1   
2017-05-22  0    0    0     0     0    0    0    0     1    0 ...    0     1   
2017-05-23  1    0    0     0     0    0    0    0     1    0 ...    0     0   
2017-05-24  0    0    0     0     0    0    0    0     1    0 ...    0     0   
2017-05-25  0    1    0     0     0    1    0    0     1    0 ...    0     0   
2017-05-26  0    1    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-30  1    0    0     0     0    0    0    0     0    1 ...    0     0   
2017-05-31  0    0    0     0     0    1    1    0     0    1 ...    1     0   
2017-06-01  0    1    0     0     0    1    1    1     0    0 ...    0     0   
2017-06-02  0    1    0     0     0    1    1    1     0    0 ...    0     0   
2017-06-05  0    0    0     0     1    0    1    1     1    0 ...    0     0   
2017-06-06  0    0    0     0     1    0    0    0     0    0 ...    0     0   
2017-06-07  0    1    0     0     1    0    0    0     0    0 ...    0     1   
2017-06-08  0    1    0     0     0    0    0    0     0    0 ...    0     1   
2017-06-09  0    0    0     0     1    0    1    0     0    0 ...    0     0   
2017-06-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-13  0    0    0     0     0    0    0    1     0    0 ...    0     0   
2017-06-14  0    0    0     0     1    1    0    0     0    0 ...    0     0   
2017-06-15  0    0    0     0     0    0    1    0     0    0 ...    0     0   
2017-06-16  0    0    0     0     1    0    0    0     0    0 ...    1     0   
2017-06-19  0    0    0     0     1    0    1    0     0    0 ...    1     0   
2017-06-20  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-21  0    0    0     0     0    1    0    0     0    0 ...    0     0   
2017-06-22  0    0    0     0     1    1    0    0     0    0 ...    0     0   
2017-06-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-27  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-28  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   

ticker      XOM  XRAY  XRX  XYL  YUM  ZBH  ZION  ZTS  
date                                                  
2013-07-01    0     0    0    0    0    0     0    0  
2013-07-02    0     0    0    0    0    0     0    0  
2013-07-03    0     0    0    0    0    0     0    0  
2013-07-05    0     0    0    0    0    0     0    0  
2013-07-08    0     0    0    0    0    0     0    0  
2013-07-09    0     0    0    0    0    0     0    0  
2013-07-10    0     0    0    0    0    0     0    0  
2013-07-11    0     0    0    0    0    0     0    0  
2013-07-12    0     0    0    0    0    0     0    0  
2013-07-15    0     0    0    0    0    0     0    0  
2013-07-16    0     0    0    0    0    0     0    0  
2013-07-17    0     0    0    0    0    0     0    0  
2013-07-18    0     0    0    0    0    0     0    0  
2013-07-19    0     0    0    0    0    0     0    0  
2013-07-22    0     0    0    0    0    0     0    0  
2013-07-23    0     0    0    0    0    0     0    0  
2013-07-24    0     0    0    0    0    0     0    0  
2013-07-25    0     0    0    0    0    0     0    0  
2013-07-26    0     0    0    0    0    0     0    0  
2013-07-29    0     0    0    0    0    0     0    0  
2013-07-30    0     0    0    0    0    0     0    0  
2013-07-31    0     0    0    0    0    0     0    0  
2013-08-01    0     0    0    0    0    0     0    0  
2013-08-02    0     0    0    0    0    0     0    0  
2013-08-05    0     0    0    0    0    0     0    0  
2013-08-06    0     0    0    0    0    0     0    0  
2013-08-07    0     0    0    0    0    0     0    0  
2013-08-08    0     0    0    0    0    0     0    0  
2013-08-09    0     0    0    0    0    0     0    0  
2013-08-12    0     0    0    0    0    0     0    0  
...         ...   ...  ...  ...  ...  ...   ...  ...  
2017-05-19    0     0    0    0    1    0     0    0  
2017-05-22    0     0    0    0    1    0     0    0  
2017-05-23    0     0    0    1    0    0     0    1  
2017-05-24    0     0    0    0    1    0     0    1  
2017-05-25    0     0    0    0    0    0     0    1  
2017-05-26    0     0    0    0    0    0     0    0  
2017-05-30    0     0    0    0    0    0     0    0  
2017-05-31    0     0    0    0    1    0     0    0  
2017-06-01    0     0    0    0    1    0     0    0  
2017-06-02    0     0    0    1    1    0     0    0  
2017-06-05    0     0    0    1    0    0     0    0  
2017-06-06    0     0    0    0    0    0     0    0  
2017-06-07    0     0    0    0    0    0     0    0  
2017-06-08    0     0    0    0    0    0     0    0  
2017-06-09    0     0    0    1    0    0     0    0  
2017-06-12    0     0    0    0    0    0     1    0  
2017-06-13    0     0    0    0    0    0     0    0  
2017-06-14    0     0    0    0    0    0     0    0  
2017-06-15    0     0    0    0    0    0     0    0  
2017-06-16    0     0    0    0    0    0     0    0  
2017-06-19    0     0    0    0    0    1     0    0  
2017-06-20    0     0    0    0    0    0     0    0  
2017-06-21    0     0    0    0    0    1     0    0  
2017-06-22    0     0    0    0    0    1     0    0  
2017-06-23    0     0    0    0    0    0     0    0  
2017-06-26    0     0    1    1    0    0     0    0  
2017-06-27    0     0    0    0    0    0     0    0  
2017-06-28    0     0    1    1    0    0     0    0  
2017-06-29    0     0    0    0    0    0     1    0  
2017-06-30    0     0    0    0    0    0     0    0  

[1009 rows x 519 columns]
low ticker      A  AAL  AAP  AAPL  ABBV  ABC  ABT  ACN  ADBE  ADI ...   XL  XLNX  \
date                                                          ...              
2013-07-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-03  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-10  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-11  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-16  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-17  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-18  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-24  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-25  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-31  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-07  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
...        ..  ...  ...   ...   ...  ...  ...  ...   ...  ... ...   ..   ...   
2017-05-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-24  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-05-25  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-31  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-07  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-08  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-13  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-14  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-16  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-20  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-21  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-27  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-28  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-29  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   

ticker      XOM  XRAY  XRX  XYL  YUM  ZBH  ZION  ZTS  
date                                                  
2013-07-01    0     0    0    0    0    0     0    0  
2013-07-02    0     0    0    0    0    0     0    0  
2013-07-03    0     0    0    0    0    0     0    0  
2013-07-05    0     0    0    0    0    0     0    0  
2013-07-08    0     0    0    0    0    0     0    0  
2013-07-09    0     0    0    0    0    0     0    0  
2013-07-10    0     0    0    0    0    0     0    0  
2013-07-11    0     0    0    0    0    0     0    0  
2013-07-12    0     0    0    0    0    0     0    0  
2013-07-15    0     0    0    0    0    0     0    0  
2013-07-16    0     0    0    0    0    0     0    0  
2013-07-17    0     0    0    0    0    0     0    0  
2013-07-18    0     0    0    0    0    0     0    0  
2013-07-19    0     0    0    0    0    0     0    0  
2013-07-22    0     0    0    0    0    0     0    0  
2013-07-23    0     0    0    0    0    0     0    0  
2013-07-24    0     0    0    0    0    0     0    0  
2013-07-25    0     0    0    0    0    0     0    0  
2013-07-26    0     0    0    0    0    0     0    0  
2013-07-29    0     0    0    0    0    0     0    0  
2013-07-30    0     0    0    0    0    0     0    0  
2013-07-31    0     0    0    0    0    0     0    0  
2013-08-01    0     0    0    0    0    0     0    0  
2013-08-02    0     0    0    0    0    0     0    0  
2013-08-05    0     0    0    0    0    0     0    0  
2013-08-06    0     0    0    0    0    0     0    0  
2013-08-07    0     0    0    0    0    0     0    0  
2013-08-08    0     0    0    0    0    0     0    0  
2013-08-09    0     0    0    0    0    0     0    0  
2013-08-12    0     0    0    0    0    0     0    0  
...         ...   ...  ...  ...  ...  ...   ...  ...  
2017-05-19    0     0    0    0    0    0     0    0  
2017-05-22    0     0    0    0    0    0     0    0  
2017-05-23    0     0    0    0    0    0     0    0  
2017-05-24    0     0    0    0    0    0     0    0  
2017-05-25    0     0    0    0    0    0     0    0  
2017-05-26    0     0    0    0    0    0     0    0  
2017-05-30    0     0    0    0    0    0     0    0  
2017-05-31    0     0    0    0    0    0     0    0  
2017-06-01    0     0    0    0    0    0     0    0  
2017-06-02   -1     0    0    0    0    0     0    0  
2017-06-05    0     0    0    0    0    0     0    0  
2017-06-06    0     0    0    0    0    0     0    0  
2017-06-07    0     0    0    0    0    0     0    0  
2017-06-08    0     0    0    0    0    0     0    0  
2017-06-09    0     0    0    0    0    0     0    0  
2017-06-12    0     0    0    0    0    0     0    0  
2017-06-13    0     0    0    0    0    0     0    0  
2017-06-14    0     0    0    0    0    0     0    0  
2017-06-15    0     0    0    0    0    0     0    0  
2017-06-16    0     0    0    0    0    0     0    0  
2017-06-19    0     0    0    0    0    0     0    0  
2017-06-20    0     0    0    0    0    0     0    0  
2017-06-21    0     0    0    0    0    0     0    0  
2017-06-22    0     0    0    0    0    0     0    0  
2017-06-23    0     0    0    0    0    0     0    0  
2017-06-26    0     0    0    0    0    0     0    0  
2017-06-27    0     0    0    0    0    0     0    0  
2017-06-28    0     0    0    0    0    0     0    0  
2017-06-29    0     0    0    0    0    0     0    0  
2017-06-30    0     0    0    0    0    0     0    0  

[1009 rows x 519 columns]
combined ticker      A  AAL  AAP  AAPL  ABBV  ABC  ABT  ACN  ADBE  ADI ...   XL  XLNX  \
date                                                          ...              
2013-07-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-03  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-10  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-11  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-16  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-17  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-18  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-24  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-25  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-31  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-07  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
...        ..  ...  ...   ...   ...  ...  ...  ...   ...  ... ...   ..   ...   
2017-05-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-23  1    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-24  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-05-25  0    1    0     0     0    1    0    0     1    0 ...    0     0   
2017-05-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-30  0    0    0     0     0    0    0    0     0    1 ...    0     0   
2017-05-31  0    0    0     0     0    0    1    0     0    0 ...    1     0   
2017-06-01  0    0    0     0     0    0    0    1     0    0 ...    0     0   
2017-06-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-05  0    0    0     0     1    0    0    0     0    0 ...    0     0   
2017-06-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-07  0    0    0     0     0    0    0    0     0    0 ...    0     1   
2017-06-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-13  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-14  0    0    0     0     0    1    0    0     0    0 ...    0     0   
2017-06-15  0    0    0     0     0    0    1    0     0    0 ...    0     0   
2017-06-16  0    0    0     0     0    0    0    0     0    0 ...    1     0   
2017-06-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-20  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-21  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-22  0    0    0     0     1    0    0    0     0    0 ...    0     0   
2017-06-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-27  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-28  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   

ticker      XOM  XRAY  XRX  XYL  YUM  ZBH  ZION  ZTS  
date                                                  
2013-07-01    0     0    0    0    0    0     0    0  
2013-07-02    0     0    0    0    0    0     0    0  
2013-07-03    0     0    0    0    0    0     0    0  
2013-07-05    0     0    0    0    0    0     0    0  
2013-07-08    0     0    0    0    0    0     0    0  
2013-07-09    0     0    0    0    0    0     0    0  
2013-07-10    0     0    0    0    0    0     0    0  
2013-07-11    0     0    0    0    0    0     0    0  
2013-07-12    0     0    0    0    0    0     0    0  
2013-07-15    0     0    0    0    0    0     0    0  
2013-07-16    0     0    0    0    0    0     0    0  
2013-07-17    0     0    0    0    0    0     0    0  
2013-07-18    0     0    0    0    0    0     0    0  
2013-07-19    0     0    0    0    0    0     0    0  
2013-07-22    0     0    0    0    0    0     0    0  
2013-07-23    0     0    0    0    0    0     0    0  
2013-07-24    0     0    0    0    0    0     0    0  
2013-07-25    0     0    0    0    0    0     0    0  
2013-07-26    0     0    0    0    0    0     0    0  
2013-07-29    0     0    0    0    0    0     0    0  
2013-07-30    0     0    0    0    0    0     0    0  
2013-07-31    0     0    0    0    0    0     0    0  
2013-08-01    0     0    0    0    0    0     0    0  
2013-08-02    0     0    0    0    0    0     0    0  
2013-08-05    0     0    0    0    0    0     0    0  
2013-08-06    0     0    0    0    0    0     0    0  
2013-08-07    0     0    0    0    0    0     0    0  
2013-08-08    0     0    0    0    0    0     0    0  
2013-08-09    0     0    0    0    0    0     0    0  
2013-08-12    0     0    0    0    0    0     0    0  
...         ...   ...  ...  ...  ...  ...   ...  ...  
2017-05-19    0     0    0    0    1    0     0    0  
2017-05-22    0     0    0    0    0    0     0    0  
2017-05-23    0     0    0    1    0    0     0    0  
2017-05-24    0     0    0    0    0    0     0    0  
2017-05-25    0     0    0    0    0    0     0    0  
2017-05-26    0     0    0    0    0    0     0    0  
2017-05-30    0     0    0    0    0    0     0    0  
2017-05-31    0     0    0    0    0    0     0    0  
2017-06-01    0     0    0    0    0    0     0    0  
2017-06-02   -1     0    0    0    0    0     0    0  
2017-06-05    0     0    0    0    0    0     0    0  
2017-06-06    0     0    0    0    0    0     0    0  
2017-06-07    0     0    0    0    0    0     0    0  
2017-06-08    0     0    0    0    0    0     0    0  
2017-06-09    0     0    0    1    0    0     0    0  
2017-06-12    0     0    0    0    0    0     1    0  
2017-06-13    0     0    0    0    0    0     0    0  
2017-06-14    0     0    0    0    0    0     0    0  
2017-06-15    0     0    0    0    0    0     0    0  
2017-06-16    0     0    0    0    0    0     0    0  
2017-06-19    0     0    0    0    0    1     0    0  
2017-06-20    0     0    0    0    0    0     0    0  
2017-06-21    0     0    0    0    0    0     0    0  
2017-06-22    0     0    0    0    0    0     0    0  
2017-06-23    0     0    0    0    0    0     0    0  
2017-06-26    0     0    1    1    0    0     0    0  
2017-06-27    0     0    0    0    0    0     0    0  
2017-06-28    0     0    0    0    0    0     0    0  
2017-06-29    0     0    0    0    0    0     1    0  
2017-06-30    0     0    0    0    0    0     0    0  

[1009 rows x 519 columns]
signal ticker      A  AAL  AAP  AAPL  ABBV  ABC  ABT  ACN  ADBE  ADI ...   XL  XLNX  \
date                                                          ...              
2013-07-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-03  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-10  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-11  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-16  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-17  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-18  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-24  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-25  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-31  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-07  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
...        ..  ...  ...   ...   ...  ...  ...  ...   ...  ... ...   ..   ...   
2017-05-19  0    0    0     0     0    0    0    0     0    0 ...    0     1   
2017-05-22  0    0    0     0     0    0    0    0     1    0 ...    0     1   
2017-05-23  1    0    0     0     0    0    0    0     1    0 ...    0     0   
2017-05-24  0    0   -1     0     0    0    0    0     1    0 ...    0     0   
2017-05-25  0    1    0     0     0    1    0    0     1    0 ...    0     0   
2017-05-26  0    1    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-30  1    0    0     0     0    0    0    0     0    1 ...    0     0   
2017-05-31  0    0    0     0     0    1    1    0     0    1 ...    1     0   
2017-06-01  0    1    0     0     0    1    1    1     0    0 ...    0     0   
2017-06-02  0    1    0     0     0    1    1    1     0    0 ...    0     0   
2017-06-05  0    0    0     0     1    0    1    1     1    0 ...    0     0   
2017-06-06  0    0    0     0     1    0    0    0     0    0 ...    0     0   
2017-06-07  0    1    0     0     1    0    0    0     0    0 ...    0     1   
2017-06-08  0    1   -1     0     0    0    0    0     0    0 ...    0     1   
2017-06-09  0    0    0     0     1    0    1    0     0    0 ...    0     0   
2017-06-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-13  0    0    0     0     0    0    0    1     0    0 ...    0     0   
2017-06-14  0    0    0     0     1    1    0    0     0    0 ...    0     0   
2017-06-15  0    0    0     0     0    0    1    0     0    0 ...    0     0   
2017-06-16  0    0    0     0     1    0    0    0     0    0 ...    1     0   
2017-06-19  0    0    0     0     1    0    1    0     0    0 ...    1     0   
2017-06-20  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-21  0    0   -1     0     0    1    0    0     0    0 ...    0     0   
2017-06-22  0    0    0     0     1    1    0    0     0    0 ...    0     0   
2017-06-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-27  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-28  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-29  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   

ticker      XOM  XRAY  XRX  XYL  YUM  ZBH  ZION  ZTS  
date                                                  
2013-07-01    0     0    0    0    0    0     0    0  
2013-07-02    0     0    0    0    0    0     0    0  
2013-07-03    0     0    0    0    0    0     0    0  
2013-07-05    0     0    0    0    0    0     0    0  
2013-07-08    0     0    0    0    0    0     0    0  
2013-07-09    0     0    0    0    0    0     0    0  
2013-07-10    0     0    0    0    0    0     0    0  
2013-07-11    0     0    0    0    0    0     0    0  
2013-07-12    0     0    0    0    0    0     0    0  
2013-07-15    0     0    0    0    0    0     0    0  
2013-07-16    0     0    0    0    0    0     0    0  
2013-07-17    0     0    0    0    0    0     0    0  
2013-07-18    0     0    0    0    0    0     0    0  
2013-07-19    0     0    0    0    0    0     0    0  
2013-07-22    0     0    0    0    0    0     0    0  
2013-07-23    0     0    0    0    0    0     0    0  
2013-07-24    0     0    0    0    0    0     0    0  
2013-07-25    0     0    0    0    0    0     0    0  
2013-07-26    0     0    0    0    0    0     0    0  
2013-07-29    0     0    0    0    0    0     0    0  
2013-07-30    0     0    0    0    0    0     0    0  
2013-07-31    0     0    0    0    0    0     0    0  
2013-08-01    0     0    0    0    0    0     0    0  
2013-08-02    0     0    0    0    0    0     0    0  
2013-08-05    0     0    0    0    0    0     0    0  
2013-08-06    0     0    0    0    0    0     0    0  
2013-08-07    0     0    0    0    0    0     0    0  
2013-08-08    0     0    0    0    0    0     0    0  
2013-08-09    0     0    0    0    0    0     0    0  
2013-08-12    0     0    0    0    0    0     0    0  
...         ...   ...  ...  ...  ...  ...   ...  ...  
2017-05-19    0     0    0    0    1    0     0    0  
2017-05-22    0     0    0    0    1    0     0    0  
2017-05-23    0     0    0    1    0    0     0    1  
2017-05-24    0     0    0    0    1    0     0    1  
2017-05-25    0     0    0    0    0    0     0    1  
2017-05-26    0     0    0    0    0    0     0    0  
2017-05-30    0     0    0    0    0    0     0    0  
2017-05-31    0     0    0    0    1    0     0    0  
2017-06-01    0     0    0    0    1    0     0    0  
2017-06-02   -1     0    0    1    1    0     0    0  
2017-06-05    0     0    0    1    0    0     0    0  
2017-06-06    0     0    0    0    0    0     0    0  
2017-06-07    0     0    0    0    0    0     0    0  
2017-06-08    0     0    0    0    0    0     0    0  
2017-06-09    0     0    0    1    0    0     0    0  
2017-06-12    0     0    0    0    0    0     1    0  
2017-06-13    0     0    0    0    0    0     0    0  
2017-06-14    0     0    0    0    0    0     0    0  
2017-06-15    0     0    0    0    0    0     0    0  
2017-06-16    0     0    0    0    0    0     0    0  
2017-06-19    0     0    0    0    0    1     0    0  
2017-06-20    0     0    0    0    0    0     0    0  
2017-06-21    0     0    0    0    0    1     0    0  
2017-06-22    0     0    0    0    0    1     0    0  
2017-06-23    0     0    0    0    0    0     0    0  
2017-06-26    0     0    1    1    0    0     0    0  
2017-06-27    0     0    0    0    0    0     0    0  
2017-06-28    0     0    1    1    0    0     0    0  
2017-06-29    0     0    0    0    0    0     1    0  
2017-06-30    0     0    0    0    0    0     0    0  

[1009 rows x 519 columns]
high ticker      A  AAL  AAP  AAPL  ABBV  ABC  ABT  ACN  ADBE  ADI ...   XL  XLNX  \
date                                                          ...              
2013-07-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-03  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-10  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-11  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-16  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-17  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-18  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-24  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-25  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-31  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-07  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
...        ..  ...  ...   ...   ...  ...  ...  ...   ...  ... ...   ..   ...   
2017-05-19  0    0    0     0     0    0    0    0     0    0 ...    0     1   
2017-05-22  0    0    0     0     0    0    0    0     1    0 ...    0     1   
2017-05-23  1    0    0     0     0    0    0    0     1    0 ...    0     0   
2017-05-24  0    0    0     0     0    0    0    0     1    0 ...    0     0   
2017-05-25  0    1    0     0     0    1    0    0     1    0 ...    0     0   
2017-05-26  0    1    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-30  1    0    0     0     0    0    0    0     0    1 ...    0     0   
2017-05-31  0    0    0     0     0    1    1    0     0    1 ...    1     0   
2017-06-01  0    1    0     0     0    1    1    1     0    0 ...    0     0   
2017-06-02  0    1    0     0     0    1    1    1     0    0 ...    0     0   
2017-06-05  0    0    0     0     1    0    1    1     1    0 ...    0     0   
2017-06-06  0    0    0     0     1    0    0    0     0    0 ...    0     0   
2017-06-07  0    1    0     0     1    0    0    0     0    0 ...    0     1   
2017-06-08  0    1    0     0     0    0    0    0     0    0 ...    0     1   
2017-06-09  0    0    0     0     1    0    1    0     0    0 ...    0     0   
2017-06-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-13  0    0    0     0     0    0    0    1     0    0 ...    0     0   
2017-06-14  0    0    0     0     1    1    0    0     0    0 ...    0     0   
2017-06-15  0    0    0     0     0    0    1    0     0    0 ...    0     0   
2017-06-16  0    0    0     0     1    0    0    0     0    0 ...    1     0   
2017-06-19  0    0    0     0     1    0    1    0     0    0 ...    1     0   
2017-06-20  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-21  0    0    0     0     0    1    0    0     0    0 ...    0     0   
2017-06-22  0    0    0     0     1    1    0    0     0    0 ...    0     0   
2017-06-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-27  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-28  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   

ticker      XOM  XRAY  XRX  XYL  YUM  ZBH  ZION  ZTS  
date                                                  
2013-07-01    0     0    0    0    0    0     0    0  
2013-07-02    0     0    0    0    0    0     0    0  
2013-07-03    0     0    0    0    0    0     0    0  
2013-07-05    0     0    0    0    0    0     0    0  
2013-07-08    0     0    0    0    0    0     0    0  
2013-07-09    0     0    0    0    0    0     0    0  
2013-07-10    0     0    0    0    0    0     0    0  
2013-07-11    0     0    0    0    0    0     0    0  
2013-07-12    0     0    0    0    0    0     0    0  
2013-07-15    0     0    0    0    0    0     0    0  
2013-07-16    0     0    0    0    0    0     0    0  
2013-07-17    0     0    0    0    0    0     0    0  
2013-07-18    0     0    0    0    0    0     0    0  
2013-07-19    0     0    0    0    0    0     0    0  
2013-07-22    0     0    0    0    0    0     0    0  
2013-07-23    0     0    0    0    0    0     0    0  
2013-07-24    0     0    0    0    0    0     0    0  
2013-07-25    0     0    0    0    0    0     0    0  
2013-07-26    0     0    0    0    0    0     0    0  
2013-07-29    0     0    0    0    0    0     0    0  
2013-07-30    0     0    0    0    0    0     0    0  
2013-07-31    0     0    0    0    0    0     0    0  
2013-08-01    0     0    0    0    0    0     0    0  
2013-08-02    0     0    0    0    0    0     0    0  
2013-08-05    0     0    0    0    0    0     0    0  
2013-08-06    0     0    0    0    0    0     0    0  
2013-08-07    0     0    0    0    0    0     0    0  
2013-08-08    0     0    0    0    0    0     0    0  
2013-08-09    0     0    0    0    0    0     0    0  
2013-08-12    0     0    0    0    0    0     0    0  
...         ...   ...  ...  ...  ...  ...   ...  ...  
2017-05-19    0     0    0    0    1    0     0    0  
2017-05-22    0     0    0    0    1    0     0    0  
2017-05-23    0     0    0    1    0    0     0    1  
2017-05-24    0     0    0    0    1    0     0    1  
2017-05-25    0     0    0    0    0    0     0    1  
2017-05-26    0     0    0    0    0    0     0    0  
2017-05-30    0     0    0    0    0    0     0    0  
2017-05-31    0     0    0    0    1    0     0    0  
2017-06-01    0     0    0    0    1    0     0    0  
2017-06-02    0     0    0    1    1    0     0    0  
2017-06-05    0     0    0    1    0    0     0    0  
2017-06-06    0     0    0    0    0    0     0    0  
2017-06-07    0     0    0    0    0    0     0    0  
2017-06-08    0     0    0    0    0    0     0    0  
2017-06-09    0     0    0    1    0    0     0    0  
2017-06-12    0     0    0    0    0    0     1    0  
2017-06-13    0     0    0    0    0    0     0    0  
2017-06-14    0     0    0    0    0    0     0    0  
2017-06-15    0     0    0    0    0    0     0    0  
2017-06-16    0     0    0    0    0    0     0    0  
2017-06-19    0     0    0    0    0    1     0    0  
2017-06-20    0     0    0    0    0    0     0    0  
2017-06-21    0     0    0    0    0    1     0    0  
2017-06-22    0     0    0    0    0    1     0    0  
2017-06-23    0     0    0    0    0    0     0    0  
2017-06-26    0     0    1    1    0    0     0    0  
2017-06-27    0     0    0    0    0    0     0    0  
2017-06-28    0     0    1    1    0    0     0    0  
2017-06-29    0     0    0    0    0    0     1    0  
2017-06-30    0     0    0    0    0    0     0    0  

[1009 rows x 519 columns]
low ticker      A  AAL  AAP  AAPL  ABBV  ABC  ABT  ACN  ADBE  ADI ...   XL  XLNX  \
date                                                          ...              
2013-07-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-03  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-10  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-11  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-16  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-17  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-18  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-24  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-25  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-31  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-07  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
...        ..  ...  ...   ...   ...  ...  ...  ...   ...  ... ...   ..   ...   
2017-05-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-24  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-05-25  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-31  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-07  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-08  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-13  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-14  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-16  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-20  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-21  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-27  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-28  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-29  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   

ticker      XOM  XRAY  XRX  XYL  YUM  ZBH  ZION  ZTS  
date                                                  
2013-07-01    0     0    0    0    0    0     0    0  
2013-07-02    0     0    0    0    0    0     0    0  
2013-07-03    0     0    0    0    0    0     0    0  
2013-07-05    0     0    0    0    0    0     0    0  
2013-07-08    0     0    0    0    0    0     0    0  
2013-07-09    0     0    0    0    0    0     0    0  
2013-07-10    0     0    0    0    0    0     0    0  
2013-07-11    0     0    0    0    0    0     0    0  
2013-07-12    0     0    0    0    0    0     0    0  
2013-07-15    0     0    0    0    0    0     0    0  
2013-07-16    0     0    0    0    0    0     0    0  
2013-07-17    0     0    0    0    0    0     0    0  
2013-07-18    0     0    0    0    0    0     0    0  
2013-07-19    0     0    0    0    0    0     0    0  
2013-07-22    0     0    0    0    0    0     0    0  
2013-07-23    0     0    0    0    0    0     0    0  
2013-07-24    0     0    0    0    0    0     0    0  
2013-07-25    0     0    0    0    0    0     0    0  
2013-07-26    0     0    0    0    0    0     0    0  
2013-07-29    0     0    0    0    0    0     0    0  
2013-07-30    0     0    0    0    0    0     0    0  
2013-07-31    0     0    0    0    0    0     0    0  
2013-08-01    0     0    0    0    0    0     0    0  
2013-08-02    0     0    0    0    0    0     0    0  
2013-08-05    0     0    0    0    0    0     0    0  
2013-08-06    0     0    0    0    0    0     0    0  
2013-08-07    0     0    0    0    0    0     0    0  
2013-08-08    0     0    0    0    0    0     0    0  
2013-08-09    0     0    0    0    0    0     0    0  
2013-08-12    0     0    0    0    0    0     0    0  
...         ...   ...  ...  ...  ...  ...   ...  ...  
2017-05-19    0     0    0    0    0    0     0    0  
2017-05-22    0     0    0    0    0    0     0    0  
2017-05-23    0     0    0    0    0    0     0    0  
2017-05-24    0     0    0    0    0    0     0    0  
2017-05-25    0     0    0    0    0    0     0    0  
2017-05-26    0     0    0    0    0    0     0    0  
2017-05-30    0     0    0    0    0    0     0    0  
2017-05-31    0     0    0    0    0    0     0    0  
2017-06-01    0     0    0    0    0    0     0    0  
2017-06-02   -1     0    0    0    0    0     0    0  
2017-06-05    0     0    0    0    0    0     0    0  
2017-06-06    0     0    0    0    0    0     0    0  
2017-06-07    0     0    0    0    0    0     0    0  
2017-06-08    0     0    0    0    0    0     0    0  
2017-06-09    0     0    0    0    0    0     0    0  
2017-06-12    0     0    0    0    0    0     0    0  
2017-06-13    0     0    0    0    0    0     0    0  
2017-06-14    0     0    0    0    0    0     0    0  
2017-06-15    0     0    0    0    0    0     0    0  
2017-06-16    0     0    0    0    0    0     0    0  
2017-06-19    0     0    0    0    0    0     0    0  
2017-06-20    0     0    0    0    0    0     0    0  
2017-06-21    0     0    0    0    0    0     0    0  
2017-06-22    0     0    0    0    0    0     0    0  
2017-06-23    0     0    0    0    0    0     0    0  
2017-06-26    0     0    0    0    0    0     0    0  
2017-06-27    0     0    0    0    0    0     0    0  
2017-06-28    0     0    0    0    0    0     0    0  
2017-06-29    0     0    0    0    0    0     0    0  
2017-06-30    0     0    0    0    0    0     0    0  

[1009 rows x 519 columns]
combined ticker      A  AAL  AAP  AAPL  ABBV  ABC  ABT  ACN  ADBE  ADI ...   XL  XLNX  \
date                                                          ...              
2013-07-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-03  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-10  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-11  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-16  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-17  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-18  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-24  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-25  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-07-31  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-01  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-05  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-07  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2013-08-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
...        ..  ...  ...   ...   ...  ...  ...  ...   ...  ... ...   ..   ...   
2017-05-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-22  0    0    0     0     0    0    0    0     1    0 ...    0     0   
2017-05-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-24  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-05-25  0    1    0     0     0    1    0    0     0    0 ...    0     0   
2017-05-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-05-30  1    0    0     0     0    0    0    0     0    1 ...    0     0   
2017-05-31  0    0    0     0     0    0    1    0     0    0 ...    1     0   
2017-06-01  0    0    0     0     0    0    0    1     0    0 ...    0     0   
2017-06-02  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-05  0    0    0     0     1    0    0    0     0    0 ...    0     0   
2017-06-06  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-07  0    0    0     0     0    0    0    0     0    0 ...    0     1   
2017-06-08  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-09  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-12  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-13  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-14  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-15  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-16  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-19  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-20  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-21  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-22  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-23  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-26  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-27  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-28  0    0   -1     0     0    0    0    0     0    0 ...    0     0   
2017-06-29  0    0    0     0     0    0    0    0     0    0 ...    0     0   
2017-06-30  0    0    0     0     0    0    0    0     0    0 ...    0     0   

ticker      XOM  XRAY  XRX  XYL  YUM  ZBH  ZION  ZTS  
date                                                  
2013-07-01    0     0    0    0    0    0     0    0  
2013-07-02    0     0    0    0    0    0     0    0  
2013-07-03    0     0    0    0    0    0     0    0  
2013-07-05    0     0    0    0    0    0     0    0  
2013-07-08    0     0    0    0    0    0     0    0  
2013-07-09    0     0    0    0    0    0     0    0  
2013-07-10    0     0    0    0    0    0     0    0  
2013-07-11    0     0    0    0    0    0     0    0  
2013-07-12    0     0    0    0    0    0     0    0  
2013-07-15    0     0    0    0    0    0     0    0  
2013-07-16    0     0    0    0    0    0     0    0  
2013-07-17    0     0    0    0    0    0     0    0  
2013-07-18    0     0    0    0    0    0     0    0  
2013-07-19    0     0    0    0    0    0     0    0  
2013-07-22    0     0    0    0    0    0     0    0  
2013-07-23    0     0    0    0    0    0     0    0  
2013-07-24    0     0    0    0    0    0     0    0  
2013-07-25    0     0    0    0    0    0     0    0  
2013-07-26    0     0    0    0    0    0     0    0  
2013-07-29    0     0    0    0    0    0     0    0  
2013-07-30    0     0    0    0    0    0     0    0  
2013-07-31    0     0    0    0    0    0     0    0  
2013-08-01    0     0    0    0    0    0     0    0  
2013-08-02    0     0    0    0    0    0     0    0  
2013-08-05    0     0    0    0    0    0     0    0  
2013-08-06    0     0    0    0    0    0     0    0  
2013-08-07    0     0    0    0    0    0     0    0  
2013-08-08    0     0    0    0    0    0     0    0  
2013-08-09    0     0    0    0    0    0     0    0  
2013-08-12    0     0    0    0    0    0     0    0  
...         ...   ...  ...  ...  ...  ...   ...  ...  
2017-05-19    0     0    0    0    0    0     0    0  
2017-05-22    0     0    0    0    0    0     0    0  
2017-05-23    0     0    0    1    0    0     0    0  
2017-05-24    0     0    0    0    0    0     0    0  
2017-05-25    0     0    0    0    0    0     0    1  
2017-05-26    0     0    0    0    0    0     0    0  
2017-05-30    0     0    0    0    0    0     0    0  
2017-05-31    0     0    0    0    0    0     0    0  
2017-06-01    0     0    0    0    0    0     0    0  
2017-06-02   -1     0    0    0    0    0     0    0  
2017-06-05    0     0    0    0    0    0     0    0  
2017-06-06    0     0    0    0    0    0     0    0  
2017-06-07    0     0    0    0    0    0     0    0  
2017-06-08    0     0    0    0    0    0     0    0  
2017-06-09    0     0    0    0    0    0     0    0  
2017-06-12    0     0    0    0    0    0     1    0  
2017-06-13    0     0    0    0    0    0     0    0  
2017-06-14    0     0    0    0    0    0     0    0  
2017-06-15    0     0    0    0    0    0     0    0  
2017-06-16    0     0    0    0    0    0     0    0  
2017-06-19    0     0    0    0    0    1     0    0  
2017-06-20    0     0    0    0    0    0     0    0  
2017-06-21    0     0    0    0    0    0     0    0  
2017-06-22    0     0    0    0    0    0     0    0  
2017-06-23    0     0    0    0    0    0     0    0  
2017-06-26    0     0    1    1    0    0     0    0  
2017-06-27    0     0    0    0    0    0     0    0  
2017-06-28    0     0    0    0    0    0     0    0  
2017-06-29    0     0    0    0    0    0     0    0  
2017-06-30    0     0    0    0    0    0     0    0  

[1009 rows x 519 columns]

Lookahead Close Prices

With the trading signal done, we can start working on evaluating how many days to short or long the stocks. In this problem, implement get_lookahead_prices to get the close price days ahead in time. You can get the number of days from the variable lookahead_days. We'll use the lookahead prices to calculate future returns in another problem.

In [13]:
def get_lookahead_prices(close, lookahead_days):
    """
    Get the lookahead prices for `lookahead_days` number of days.
    
    Parameters
    ----------
    close : DataFrame
        Close price for each ticker and date
    lookahead_days : int
        The number of days to look ahead
    
    Returns
    -------
    lookahead_prices : DataFrame
        The lookahead prices for each ticker and date
    """
    #TODO: Implement function
    
    return close.shift(-lookahead_days)

project_tests.test_get_lookahead_prices(get_lookahead_prices)
Tests Passed

View Data

Using the get_lookahead_prices function, let's generate lookahead closing prices for 5, 10, and 20 days.

Let's also chart a subsection of a few months of the Apple stock instead of years. This will allow you to view the differences between the 5, 10, and 20 day lookaheads. Otherwise, they will mesh together when looking at a chart that is zoomed out.

In [14]:
lookahead_5 = get_lookahead_prices(close, 5)
lookahead_10 = get_lookahead_prices(close, 10)
lookahead_20 = get_lookahead_prices(close, 20)
project_helper.plot_lookahead_prices(
    close[apple_ticker].iloc[150:250],
    [
        (lookahead_5[apple_ticker].iloc[150:250], 5),
        (lookahead_10[apple_ticker].iloc[150:250], 10),
        (lookahead_20[apple_ticker].iloc[150:250], 20)],
    '5, 10, and 20 day Lookahead Prices for Slice of {} Stock'.format(apple_ticker))

Lookahead Price Returns

Implement get_return_lookahead to generate the log price return between the closing price and the lookahead price.

In [15]:
def get_return_lookahead(close, lookahead_prices):
    """
    Calculate the log returns from the lookahead days to the signal day.
    
    Parameters
    ----------
    close : DataFrame
        Close price for each ticker and date
    lookahead_prices : DataFrame
        The lookahead prices for each ticker and date
    
    Returns
    -------
    lookahead_returns : DataFrame
        The lookahead log returns for each ticker and date
    """
    #TODO: Implement function
    
    return np.log(lookahead_prices) - np.log(close)

project_tests.test_get_return_lookahead(get_return_lookahead)
Tests Passed

View Data

Using the same lookahead prices and same subsection of the Apple stock from the previous problem, we'll view the lookahead returns.

In order to view price returns on the same chart as the stock, a second y-axis will be added. When viewing this chart, the axis for the price of the stock will be on the left side, like previous charts. The axis for price returns will be located on the right side.

In [16]:
price_return_5 = get_return_lookahead(close, lookahead_5)
price_return_10 = get_return_lookahead(close, lookahead_10)
price_return_20 = get_return_lookahead(close, lookahead_20)
project_helper.plot_price_returns(
    close[apple_ticker].iloc[150:250],
    [
        (price_return_5[apple_ticker].iloc[150:250], 5),
        (price_return_10[apple_ticker].iloc[150:250], 10),
        (price_return_20[apple_ticker].iloc[150:250], 20)],
    '5, 10, and 20 day Lookahead Returns for Slice {} Stock'.format(apple_ticker))

Compute the Signal Return

Using the price returns generate the signal returns.

In [17]:
def get_signal_return(signal, lookahead_returns):
    """
    Compute the signal returns.
    
    Parameters
    ----------
    signal : DataFrame
        The long, short, and do nothing signals for each ticker and date
    lookahead_returns : DataFrame
        The lookahead log returns for each ticker and date
    
    Returns
    -------
    signal_return : DataFrame
        Signal returns for each ticker and date
    """
    #TODO: Implement function
    
    return signal * lookahead_returns

project_tests.test_get_signal_return(get_signal_return)
Tests Passed

View Data

Let's continue using the previous lookahead prices to view the signal returns. Just like before, the axis for the signal returns is on the right side of the chart.

In [18]:
title_string = '{} day LookaheadSignal Returns for {} Stock'
signal_return_5 = get_signal_return(signal_5, price_return_5)
signal_return_10 = get_signal_return(signal_10, price_return_10)
signal_return_20 = get_signal_return(signal_20, price_return_20)
project_helper.plot_signal_returns(
    close[apple_ticker],
    [
        (signal_return_5[apple_ticker], signal_5[apple_ticker], 5),
        (signal_return_10[apple_ticker], signal_10[apple_ticker], 10),
        (signal_return_20[apple_ticker], signal_20[apple_ticker], 20)],
    [title_string.format(5, apple_ticker), title_string.format(10, apple_ticker), title_string.format(20, apple_ticker)])

Test for Significance

Histogram

Let's plot a histogram of the signal return values.

In [19]:
project_helper.plot_signal_histograms(
    [signal_return_5, signal_return_10, signal_return_20],
    'Signal Return',
    ('5 Days', '10 Days', '20 Days'))

Question: What do the histograms tell you about the signal returns?

#TODO: Put Answer In this Cell

The histograms tell me how data are distributed. All three are not look like as a normal distribuition. And, because all three are dislocated to the right, there are outliers on both three.

Outliers

You might have noticed the outliers in the 10 and 20 day histograms. To better visualize the outliers, let's compare the 5, 10, and 20 day signals returns to normal distributions with the same mean and deviation for each signal return distributions.

In [20]:
project_helper.plot_signal_to_normal_histograms(
    [signal_return_5, signal_return_10, signal_return_20],
    'Signal Return',
    ('5 Days', '10 Days', '20 Days'))

Kolmogorov-Smirnov Test

While you can see the outliers in the histogram, we need to find the stocks that are causing these outlying returns. We'll use the Kolmogorov-Smirnov Test or KS-Test. This test will be applied to teach ticker's signal returns where a long or short signal exits.

In [21]:
# Filter out returns that don't have a long or short signal.
long_short_signal_returns_5 = signal_return_5[signal_5 != 0].stack()
long_short_signal_returns_10 = signal_return_10[signal_10 != 0].stack()
long_short_signal_returns_20 = signal_return_20[signal_20 != 0].stack()

# Get just ticker and signal return
long_short_signal_returns_5 = long_short_signal_returns_5.reset_index().iloc[:, [1,2]]
long_short_signal_returns_5.columns = ['ticker', 'signal_return']
long_short_signal_returns_10 = long_short_signal_returns_10.reset_index().iloc[:, [1,2]]
long_short_signal_returns_10.columns = ['ticker', 'signal_return']
long_short_signal_returns_20 = long_short_signal_returns_20.reset_index().iloc[:, [1,2]]
long_short_signal_returns_20.columns = ['ticker', 'signal_return']

# View some of the data
long_short_signal_returns_5.head(10)
Out[21]:
ticker signal_return
0 A 0.00732604
1 ABC 0.01639650
2 ADP 0.00981520
3 AKAM 0.04400495
4 ALGN 0.01545561
5 ALTAIC 0.01497775
6 APC 0.00305859
7 ARMENA 0.01651643
8 BA 0.08061297
9 BCR 0.00933418

This gives you the data to use in the KS-Test.

Now it's time to implement the function calculate_kstest to use Kolmogorov-Smirnov test (KS test) between a distribution of stock returns (the input dataframe in this case) and each stock's signal returns. Run KS test on a normal distribution against each stock's signal returns. Use scipy.stats.kstest perform the KS test. When calculating the standard deviation of the signal returns, make sure to set the delta degrees of freedom to 0.

For this function, we don't reccommend you try to find a vectorized solution. Instead, you should iterate over the groupby function.

In [22]:
from scipy.stats import kstest


def calculate_kstest(long_short_signal_returns):
    """
    Calculate the KS-Test against the signal returns with a long or short signal.
    
    Parameters
    ----------
    long_short_signal_returns : DataFrame
        The signal returns which have a signal.
        This DataFrame contains two columns, "ticker" and "signal_return"
    
    Returns
    -------
    ks_values : Pandas Series
        KS static for all the tickers
    p_values : Pandas Series
        P value for all the tickers
    """
    #TODO: Implement function
    
    ks_values = []
    p_values = []
    tickers = []
    
    print(long_short_signal_returns.head())
    print()
    
    #mean and standard devitiation
    mean = long_short_signal_returns['signal_return'].mean()
    std = long_short_signal_returns['signal_return'].std(ddof=0)

    #interate
    for name, group in long_short_signal_returns.groupby('ticker'):
        print(name)
        print (group)
        print()
        ks_value, p_value = kstest(group['signal_return'].values, 'norm', args=(mean, std))
        ks_values.append(ks_value)
        p_values.append(p_value)
        tickers.append(name)
    
    print(ks_values)
    print(p_values)
    print(tickers)
    
    #convert to series
    ks_values = pd.Series(data=ks_values, index=tickers)
    p_values = pd.Series(data=p_values, index=tickers)
    
    return ks_values, p_values


project_tests.test_calculate_kstest(calculate_kstest)
   signal_return ticker
0     0.12000000   XOIU
1    -0.83000000    CWZ
2     0.37000000    YOS
3     0.83000000   XOIU
4    -0.34000000    CWZ

CWZ
    signal_return ticker
1     -0.83000000    CWZ
4     -0.34000000    CWZ
7      0.29000000    CWZ
10     0.39000000    CWZ
13    -0.72000000    CWZ

XOIU
    signal_return ticker
0      0.12000000   XOIU
3      0.83000000   XOIU
6     -0.68000000   XOIU
9      0.57000000   XOIU
12    -0.97000000   XOIU

YOS
    signal_return ticker
2      0.37000000    YOS
5      0.27000000    YOS
8      0.69000000    YOS
11     0.56000000    YOS
14     0.26000000    YOS

[0.35221524955111883, 0.29787826917129517, 0.63919407114032412]
[0.46493498344670448, 0.69536353070344092, 0.016503271199013403]
['CWZ', 'XOIU', 'YOS']
Tests Passed

View Data

Using the signal returns we created above, let's calculate the ks and p values.

In [23]:
ks_values_5, p_values_5 = calculate_kstest(long_short_signal_returns_5)
ks_values_10, p_values_10 = calculate_kstest(long_short_signal_returns_10)
ks_values_20, p_values_20 = calculate_kstest(long_short_signal_returns_20)

print('ks_values_5')
print(ks_values_5.head(10))
print('p_values_5')
print(p_values_5.head(10))
  ticker  signal_return
0      A     0.00732604
1    ABC     0.01639650
2    ADP     0.00981520
3   AKAM     0.04400495
4   ALGN     0.01545561

A
      ticker  signal_return
0          A     0.00732604
203        A     0.02153959
1230       A    -0.01985724
1658       A     0.01514113
2006       A     0.03285059
2185       A    -0.04444425
3516       A    -0.03573803
4277       A    -0.00341881
5451       A    -0.07479127
6364       A     0.02587247
8881       A    -0.02273902
9352       A    -0.01317481
10146      A     0.01082180
10490      A    -0.02674297
11510      A     0.02346702
12036      A    -0.05735817
12549      A    -0.01751450
12793      A     0.04958874
12922      A    -0.02094696
13303      A    -0.03649284
13946      A    -0.03563549
14135      A    -0.06346035
15224      A     0.02019288
15441      A    -0.01804886
15745      A     0.05579505
15982      A     0.01051258
16363      A    -0.04838857
16973      A     0.00530393
17162      A    -0.01441619
17397      A    -0.01791341
18477      A     0.00045977
19783      A     0.01448101
20226      A     0.03328717
20651      A    -0.01217995
20884      A     0.01325777
21430      A     0.02022825
21618      A     0.00195677
21992      A     0.02823717

AAL
      ticker  signal_return
329      AAL     0.01662088
585      AAL     0.07652003
1603     AAL     0.00919195
2007     AAL     0.04286117
2206     AAL     0.00531563
2386     AAL     0.06334491
2617     AAL     0.01047581
2855     AAL     0.02079418
2992     AAL     0.01962407
4205     AAL     0.05590419
4606     AAL    -0.01242252
5349     AAL    -0.00910314
6281     AAL     0.04050639
6810     AAL     0.04376807
7134     AAL    -0.02018006
7356     AAL     0.04983953
7912     AAL     0.03628859
8274     AAL    -0.06215484
9912     AAL     0.02563941
10147    AAL    -0.00525461
11432    AAL    -0.15551680
11681    AAL    -0.03551287
12325    AAL     0.03660683
13741    AAL    -0.00309119
14136    AAL    -0.08257115
14836    AAL    -0.06000614
15602    AAL     0.08920408
15801    AAL    -0.02583635
16096    AAL    -0.07290170
16259    AAL     0.01126213
16416    AAL    -0.08092388
16909    AAL    -0.02597549
17430    AAL    -0.00956945
17616    AAL     0.04486240
18386    AAL    -0.03277341
18789    AAL     0.04500701
19046    AAL     0.02906413
19420    AAL    -0.01511885
20827    AAL     0.02808516
22041    AAL     0.03075904
22306    AAL    -0.02932879

AAP
      ticker  signal_return
533      AAP     0.03685407
811      AAP    -0.02725018
1479     AAP     0.01234465
1589     AAP    -0.00908638
1957     AAP     0.02415661
2123     AAP     0.00127470
2618     AAP     0.01115016
4531     AAP     0.00100166
4741     AAP    -0.01983672
5612     AAP     0.01130532
6577     AAP     0.03443639
6711     AAP     0.01808220
6912     AAP    -0.02097222
7470     AAP     0.03362966
7650     AAP     0.00987817
9000     AAP    -0.02340511
9278     AAP    -0.02947437
9928     AAP    -0.02755066
10356    AAP    -0.02688017
10728    AAP    -0.00366864
11090    AAP     0.01268929
11393    AAP    -0.01794589
12507    AAP     0.01437861
12746    AAP     0.01388359
12999    AAP     0.03034237
13102    AAP    -0.00482542
13656    AAP    -0.01147026
14619    AAP    -0.00658379
14895    AAP    -0.00466665
15829    AAP    -0.00568592
16691    AAP    -0.00390221
17077    AAP     0.01091994
17756    AAP     0.03222121
17935    AAP    -0.03490309
18348    AAP     0.01526210
18767    AAP    -0.06282069
19047    AAP     0.03562626
19187    AAP    -0.00163839
19421    AAP    -0.03026445
20124    AAP    -0.01323785
20770    AAP    -0.00064809
21058    AAP     0.00986618
21139    AAP     0.01845096
21246    AAP    -0.04136411
22013    AAP    -0.03021109
22338    AAP    -0.04069492
22580    AAP     0.02871576

AAPL
      ticker  signal_return
695     AAPL     0.01619840
1450    AAPL     0.03940139
2387    AAPL    -0.00451103
3676    AAPL     0.04091146
3848    AAPL    -0.00804096
4048    AAPL     0.03420860
4152    AAPL     0.01866386
4394    AAPL    -0.01613806
4887    AAPL     0.00500994
5122    AAPL     0.00982910
5504    AAPL     0.02371810
5686    AAPL    -0.05277194
6643    AAPL     0.02030191
6811    AAPL     0.01362290
7062    AAPL     0.03027852
7260    AAPL    -0.03425771
8563    AAPL     0.05341569
8743    AAPL    -0.00802470
10652   AAPL    -0.03408646
11177   AAPL    -0.01525564
11582   AAPL    -0.06877853
12408   AAPL     0.00352084
12603   AAPL    -0.04418496
13212   AAPL    -0.00742310
13345   AAPL     0.08213496
14705   AAPL     0.00150872
14928   AAPL     0.01958773
15802   AAPL    -0.04183985
17135   AAPL     0.02721256
17263   AAPL     0.01927094
17398   AAPL    -0.00889955
17873   AAPL     0.01580008
19806   AAPL     0.00845229
19975   AAPL     0.05483559
20207   AAPL     0.03048320
20382   AAPL     0.00749893
20652   AAPL    -0.00566736
20917   AAPL     0.00681144
21092   AAPL     0.00672283
21560   AAPL     0.04293192
21732   AAPL     0.01364901

ABBV
      ticker  signal_return
133     ABBV    -0.03462624
586     ABBV    -0.00499481
1528    ABBV     0.01966897
2369    ABBV    -0.01104280
3186    ABBV    -0.02691259
3517    ABBV    -0.06196580
4278    ABBV    -0.03010506
4707    ABBV     0.02981132
5839    ABBV     0.02728217
6668    ABBV     0.05124353
7113    ABBV     0.04126470
7317    ABBV     0.01258424
8430    ABBV     0.05886561
8550    ABBV    -0.05675779
9444    ABBV     0.02302529
9977    ABBV    -0.00550638
10193   ABBV    -0.00691128
10300   ABBV     0.01210389
10878   ABBV    -0.02083706
11682   ABBV     0.01652668
12037   ABBV    -0.07660825
12353   ABBV    -0.11402394
13657   ABBV    -0.13128189
15141   ABBV    -0.00435074
15442   ABBV    -0.00277393
15682   ABBV     0.00240327
16063   ABBV    -0.06900385
16837   ABBV    -0.02508703
17190   ABBV     0.00466974
18303   ABBV    -0.00358774
18615   ABBV     0.02745685
20856   ABBV    -0.00288820
22268   ABBV     0.02948258
22442   ABBV     0.01156082
22609   ABBV    -0.00961150

ABC
      ticker  signal_return
1        ABC     0.01639650
204      ABC    -0.01734382
330      ABC    -0.02086273
481      ABC     0.03080552
812      ABC     0.01732303
980      ABC     0.01508904
1131     ABC     0.01572341
1394     ABC     0.00212781
2317     ABC     0.00044620
2479     ABC    -0.01824591
3691     ABC    -0.02266029
4049     ABC     0.04203129
4143     ABC     0.01339367
5123     ABC     0.05119202
6692     ABC     0.08963014
6893     ABC    -0.00295253
7076     ABC    -0.00202270
7261     ABC     0.02196925
8078     ABC    -0.00625609
8318     ABC     0.00337233
8640     ABC     0.02383175
8793     ABC     0.00067958
9031     ABC     0.06422413
9160     ABC    -0.00238253
9353     ABC    -0.02404046
10148    ABC    -0.00371293
10441    ABC     0.00475060
11125    ABC    -0.00267661
11583    ABC     0.00917755
13267    ABC    -0.00221527
13658    ABC     0.02798071
13947    ABC     0.03366851
15415    ABC    -0.01337006
15683    ABC     0.04215836
15830    ABC    -0.02014540
16910    ABC    -0.00163018
17233    ABC    -0.00909863
18048    ABC     0.01375572
18616    ABC    -0.01905365
19724    ABC     0.02651852
20097    ABC     0.03434829
21289    ABC     0.01304499
22042    ABC     0.02674912
22443    ABC     0.01815162
22610    ABC    -0.00634989

ABT
      ticker  signal_return
587      ABT     0.00107556
1275     ABT    -0.01667139
1964     ABT     0.00458716
2393     ABT    -0.01385064
2993     ABT    -0.01027192
4279     ABT    -0.00850430
4572     ABT    -0.00931151
4823     ABT    -0.01324842
4955     ABT     0.02689476
5089     ABT    -0.00792176
5912     ABT    -0.01744027
6540     ABT    -0.03873033
7008     ABT    -0.00865609
7444     ABT     0.00485331
8685     ABT     0.02258298
9487     ABT    -0.02470812
9811     ABT     0.01367229
10301    ABT    -0.01228987
10932    ABT     0.00156801
11584    ABT     0.02383366
12005    ABT     0.02853882
13463    ABT     0.00421462
13948    ABT    -0.03480009
15022    ABT     0.03306086
15225    ABT     0.01420088
15898    ABT    -0.04335370
16838    ABT    -0.00972581
16974    ABT     0.02363409
17163    ABT     0.00806637
18387    ABT     0.00125047
18617    ABT     0.01144614
19149    ABT     0.00078771
19296    ABT    -0.02831862
20098    ABT     0.02646032
20302    ABT     0.04058134
20536    ABT     0.00636735
22132    ABT     0.01951916
22365    ABT     0.01926761
22513    ABT     0.00040900

ACN
      ticker  signal_return
149      ACN    -0.02170185
1132     ACN     0.00964204
1736     ACN     0.03703670
2144     ACN    -0.00356846
4249     ACN    -0.00613020
5350     ACN    -0.00152847
6365     ACN    -0.01049078
6812     ACN     0.02867754
7009     ACN     0.00580536
7262     ACN     0.01228732
7717     ACN     0.01679597
8939     ACN    -0.04272494
9230     ACN     0.00010619
9310     ACN    -0.01259311
9812     ACN    -0.00154791
10357    ACN    -0.01956328
10729    ACN     0.00168927
10933    ACN     0.00117199
11683    ACN    -0.01711821
12354    ACN     0.01389883
13353    ACN     0.02586437
14137    ACN    -0.01916925
14689    ACN     0.00707309
14905    ACN     0.01777632
15332    ACN    -0.01297419
15746    ACN    -0.00617604
15940    ACN    -0.00092387
16417    ACN    -0.01840297
17757    ACN     0.00463069
18030    ACN     0.01328471
19564    ACN     0.00032355
20801    ACN     0.00272808
20980    ACN    -0.05111678
22172    ACN     0.00699915
22420    ACN    -0.00425868

ADBE
      ticker  signal_return
150     ADBE    -0.01359523
696     ADBE     0.01588670
885     ADBE    -0.00127679
1096    ADBE     0.00744816
1627    ADBE    -0.02713442
2145    ADBE    -0.01305502
2636    ADBE     0.08326710
2794    ADBE    -0.00951203
2942    ADBE    -0.01440532
3860    ADBE    -0.02278685
4342    ADBE    -0.00134600
4480    ADBE     0.07504766
5913    ADBE    -0.02538096
6366    ADBE    -0.01924791
7318    ADBE     0.00068488
7666    ADBE    -0.02086870
8710    ADBE     0.00436458
8853    ADBE    -0.00431528
9929    ADBE    -0.01841580
10358   ADBE    -0.01222808
11409   ADBE    -0.08794075
11684   ADBE    -0.05628285
12276   ADBE    -0.00917697
12550   ADBE    -0.00122419
13156   ADBE    -0.00212947
14094   ADBE     0.03246580
14837   ADBE    -0.01097848
15941   ADBE     0.00410678
16418   ADBE    -0.03327952
17348   ADBE    -0.00918537
17564   ADBE     0.01468684
17950   ADBE     0.01574111
18456   ADBE    -0.03023316
19297   ADBE    -0.03931347
19895   ADBE     0.02775586
20163   ADBE     0.01448176
20303   ADBE     0.01668953
20653   ADBE    -0.00625132
20857   ADBE     0.04773175
21332   ADBE     0.01480390
21561   ADBE     0.00007401
21750   ADBE    -0.01345776
21957   ADBE     0.02524399
22269   ADBE    -0.04515794

ADI
      ticker  signal_return
413      ADI    -0.02228806
886      ADI     0.01253048
1133     ADI    -0.02554700
1793     ADI     0.00610539
2795     ADI    -0.00842894
3223     ADI    -0.01219239
4395     ADI     0.00342930
5277     ADI     0.01420478
6152     ADI     0.01041676
6367     ADI    -0.03371742
7135     ADI     0.00874047
7319     ADI     0.04358744
7535     ADI    -0.02516578
8686     ADI     0.01351144
8882     ADI    -0.02224475
9147     ADI    -0.04403897
9249     ADI    -0.02452290
9913     ADI     0.03751815
10698    ADI    -0.03136371
10934    ADI    -0.00238420
11511    ADI    -0.05559172
12238    ADI     0.01238406
13213    ADI    -0.02293596
13354    ADI     0.06194575
13742    ADI    -0.02438903
14706    ADI     0.02552443
15023    ADI     0.00084552
15226    ADI    -0.01042201
16520    ADI    -0.05209221
16839    ADI     0.02146653
17097    ADI    -0.00051705
18999    ADI     0.04932024
19150    ADI     0.02399302
20063    ADI    -0.01849840
20227    ADI     0.05180942
20411    ADI     0.00192466
20654    ADI    -0.00334848
22114    ADI    -0.05701969

ADM
      ticker  signal_return
697      ADM     0.03006596
887      ADM     0.03022839
1170     ADM    -0.02044569
1575     ADM    -0.04378857
1671     ADM     0.01175264
2318     ADM     0.00227704
2480     ADM    -0.03037439
3487     ADM     0.01431792
3614     ADM    -0.01386117
4343     ADM    -0.03010787
4841     ADM     0.04444226
4956     ADM     0.00020801
5148     ADM    -0.04282000
5439     ADM    -0.00040161
5687     ADM     0.00795866
5818     ADM     0.01040551
5933     ADM    -0.03081968
6456     ADM    -0.01419722
7194     ADM     0.00209026
7471     ADM    -0.04649342
8483     ADM    -0.01654706
9001     ADM    -0.01590967
9576     ADM     0.02002292
9743     ADM     0.03433073
9978     ADM    -0.01344335
11297    ADM    -0.01666349
11585    ADM     0.01047130
11972    ADM     0.03426716
12718    ADM     0.08090245
12836    ADM    -0.00082316
13103    ADM    -0.02253779
13659    ADM     0.04741674
14495    ADM    -0.02920318
14758    ADM    -0.04634551
15474    ADM     0.00804429
15928    ADM     0.05601753
16946    ADM    -0.01479822
17164    ADM    -0.02706525
18661    ADM     0.02053634
20631    ADM    -0.05491919
21581    ADM    -0.01642308

ADP
      ticker  signal_return
2        ADP     0.00981520
717      ADP     0.01185785
1171     ADP     0.03585711
2481     ADP    -0.00498217
4396     ADP    -0.01092607
4771     ADP     0.00124347
5052     ADP     0.01931128
5572     ADP    -0.00465979
5934     ADP    -0.02197627
6215     ADP    -0.02969508
6644     ADP     0.04547710
6813     ADP     0.03123843
7010     ADP    -0.00329490
8275     ADP    -0.02644047
8598     ADP     0.01065588
8774     ADP     0.01126301
9426     ADP    -0.01738658
10170    ADP    -0.00718625
10491    ADP    -0.00197555
11685    ADP    -0.01354187
12178    ADP     0.00993637
12277    ADP     0.04334275
13355    ADP     0.04434654
13660    ADP    -0.02439613
14620    ADP     0.01557646
14929    ADP     0.00357183
15142    ADP    -0.00662693
16655    ADP     0.02790779
16808    ADP    -0.00220971
17758    ADP    -0.00207708
18271    ADP    -0.01487316
18818    ADP     0.01297092
19061    ADP     0.03559769
19422    ADP     0.00122913
19604    ADP     0.02041488
19688    ADP     0.00338214
20655    ADP    -0.00239452
20858    ADP     0.00534199
21619    ADP     0.00906568

ADS
      ticker  signal_return
134      ADS     0.00447151
460      ADS     0.02995039
698      ADS     0.00416122
943      ADS     0.00164380
1134     ADS    -0.01581991
1880     ADS    -0.01886555
2482     ADS    -0.12829990
2681     ADS     0.02448778
2877     ADS    -0.02869993
3224     ADS    -0.07418378
3648     ADS     0.00789008
4651     ADS     0.00559786
4772     ADS    -0.02963919
5805     ADS    -0.01867329
5993     ADS    -0.03850691
6368     ADS    -0.09167058
6712     ADS    -0.00848570
7718     ADS     0.00323413
8319     ADS    -0.03306565
9488     ADS    -0.02529037
10962    ADS     0.04249539
11586    ADS    -0.01162113
12355    ADS     0.01134496
13464    ADS     0.02234450
13848    ADS     0.00068858
13949    ADS     0.00802204
14095    ADS     0.02471264
16030    ADS     0.01527497
16419    ADS    -0.01367842
17026    ADS     0.02157035
19120    ADS     0.00021864
19485    ADS    -0.03603573
20537    ADS     0.00625053
21333    ADS    -0.00030701

ADSK
      ticker  signal_return
279     ADSK     0.00499466
1097    ADSK    -0.00414843
1338    ADSK    -0.00964074
1504    ADSK    -0.01173416
1628    ADSK     0.02992073
1794    ADSK     0.01721848
2037    ADSK     0.04815604
2856    ADSK    -0.05414745
3294    ADSK    -0.01831926
3429    ADSK     0.04605722
4230    ADSK     0.01734633
4532    ADSK    -0.02380642
6509    ADSK    -0.05189156
6957    ADSK     0.00185638
7220    ADSK    -0.02351897
8174    ADSK    -0.04355385
8377    ADSK    -0.03332741
8744    ADSK     0.02954168
9622    ADSK     0.00848211
9962    ADSK     0.01343283
10083   ADSK    -0.01386216
10474   ADSK     0.02423774
11433   ADSK    -0.11483162
11686   ADSK     0.05493372
11846   ADSK    -0.01462110
12102   ADSK    -0.03909872
12471   ADSK     0.04112465
12650   ADSK    -0.02778844
12951   ADSK    -0.01181238
13661   ADSK     0.06078436
14138   ADSK    -0.03260420
15443   ADSK     0.02173641
16420   ADSK    -0.00553609
17331   ADSK     0.03756845
17464   ADSK     0.00314466
17565   ADSK    -0.01256592
17951   ADSK     0.01330212
18160   ADSK    -0.04013357
19062   ADSK    -0.03169464
19423   ADSK    -0.04467244
20164   ADSK    -0.01407802
20412   ADSK     0.02791310
20600   ADSK    -0.05626044
21385   ADSK     0.02020714
21582   ADSK     0.01370976
21751   ADSK    -0.02001752
21944   ADSK     0.02799142

AEE
      ticker  signal_return
765      AEE     0.00276472
1271     AEE    -0.01195342
2423     AEE    -0.00241838
2741     AEE     0.06284394
3579     AEE    -0.01879121
3948     AEE     0.00543409
4058     AEE    -0.01932801
5351     AEE    -0.02089747
6510     AEE    -0.00591135
6713     AEE     0.01736692
6913     AEE    -0.01579225
7575     AEE    -0.03403500
7719     AEE     0.05384502
7926     AEE    -0.06287046
8641     AEE    -0.03733011
8953     AEE    -0.01430741
10027    AEE     0.03442342
10194    AEE    -0.00737816
11151    AEE     0.02500130
11366    AEE     0.02088243
12215    AEE     0.01295325
13995    AEE     0.03435411
14390    AEE    -0.02375808
14578    AEE     0.00687288
14759    AEE     0.00713197
14930    AEE    -0.00744395
16198    AEE     0.00607309
16421    AEE     0.03714659
17617    AEE    -0.02298998
17759    AEE    -0.02709525
18117    AEE     0.01060905
19565    AEE     0.01065592
19784    AEE    -0.02151030
20467    AEE     0.01473595
20747    AEE    -0.01830882
21006    AEE    -0.00324910
22224    AEE    -0.01551239
22492    AEE    -0.02017410

AEP
      ticker  signal_return
718      AEP     0.04389419
1098     AEP     0.02557255
2452     AEP    -0.00565998
2718     AEP     0.02738794
3466     AEP     0.01754600
3580     AEP    -0.00324335
3692     AEP    -0.01035693
4573     AEP     0.00181984
4722     AEP    -0.02859957
5369     AEP    -0.02978731
6620     AEP     0.01490975
6771     AEP     0.00222851
7720     AEP     0.03296191
7927     AEP    -0.03774033
8203     AEP     0.01560825
8883     AEP     0.01742611
10113    AEP    -0.00912738
10410    AEP    -0.00621178
11298    AEP     0.02487734
11434    AEP    -0.06222187
13814    AEP    -0.02326674
13996    AEP     0.03020987
14391    AEP    -0.03374504
14591    AEP     0.01282564
14760    AEP    -0.00567095
14931    AEP    -0.00958693
16199    AEP    -0.00119546
16521    AEP     0.03535867
16733    AEP    -0.01783739
17566    AEP    -0.00846615
17760    AEP    -0.01711838
18097    AEP     0.02068162
18272    AEP    -0.03255840
18912    AEP     0.01484007
19862    AEP    -0.01627337
20099    AEP    -0.00203141
20437    AEP     0.03960459
21033    AEP    -0.00074167
21808    AEP     0.01246574
21993    AEP     0.03098501
22173    AEP    -0.00360711

AES
      ticker  signal_return
151      AES    -0.01038263
499      AES     0.02925646
1099     AES     0.02710193
1505     AES    -0.06684905
4533     AES     0.01911096
4708     AES     0.00064704
6305     AES     0.03705528
7928     AES    -0.09942441
8378     AES    -0.02425341
8530     AES     0.01755164
9311     AES    -0.02737814
9489     AES    -0.00814518
9674     AES     0.00292826
10302    AES    -0.02337579
11205    AES     0.01686110
11587    AES    -0.00829880
11876    AES    -0.00361991
11950    AES     0.09384873
12038    AES    -0.04582475
13027    AES     0.03827695
13133    AES    -0.03669116
13650    AES     0.01496862
14465    AES     0.02117500
14707    AES    -0.00793305
15058    AES    -0.08301322
16303    AES     0.02383091
16656    AES    -0.01290340
16809    AES     0.00159236
17692    AES    -0.03567560
17952    AES     0.00380953
18215    AES    -0.00598548
19298    AES    -0.07086480
20802    AES    -0.02144854
21752    AES    -0.02096147
22014    AES     0.01687804

AET
      ticker  signal_return
95       AET    -0.04145828
888      AET    -0.03111578
2038     AET    -0.01785129
2956     AET     0.01365955
3206     AET    -0.00724835
4118     AET     0.01411184
4250     AET     0.01982979
4574     AET     0.00783070
4824     AET    -0.01757393
5035     AET     0.00500299
5403     AET    -0.03166561
6511     AET    -0.05790158
7114     AET     0.00831606
7445     AET     0.01371579
8036     AET    -0.01790509
8204     AET     0.01798764
8745     AET     0.01650921
8940     AET     0.00029382
9053     AET     0.04269170
9191     AET    -0.00633524
9548     AET    -0.02923271
9813     AET     0.02838763
10001    AET    -0.00352886
10258    AET     0.05654763
10442    AET    -0.05495164
12837    AET    -0.04089808
14139    AET    -0.08014874
14621    AET    -0.00760796
15515    AET    -0.01479317
16064    AET     0.01027775
18304    AET    -0.00623224
18662    AET    -0.06361081
18913    AET     0.05120989
19121    AET     0.03994505
19299    AET    -0.04239848
20538    AET    -0.00169727
20771    AET     0.01000311
21562    AET     0.03434986
21733    AET    -0.00379934
22043    AET     0.01706759
22307    AET     0.00367022
22514    AET    -0.00356530

AFL
      ticker  signal_return
331      AFL    -0.02022845
482      AFL     0.01996074
889      AFL    -0.03880289
1172     AFL    -0.00836438
2294     AFL     0.00568004
2483     AFL    -0.02777280
5278     AFL     0.01790286
6024     AFL    -0.00671779
6153     AFL    -0.00416089
6369     AFL    -0.00863213
7796     AFL     0.01331405
8642     AFL    -0.01133065
8941     AFL    -0.00239139
9118     AFL    -0.00425298
9914     AFL    -0.03378965
10149    AFL    -0.00695402
10653    AFL    -0.02175955
11317    AFL     0.00000000
11588    AFL     0.00899302
12794    AFL     0.00276881
13214    AFL    -0.03539298
13465    AFL    -0.00192089
13849    AFL    -0.03363149
14466    AFL    -0.01608702
14622    AFL     0.01987505
15190    AFL     0.03050804
15416    AFL     0.01849074
15942    AFL    -0.00201497
16333    AFL    -0.02439145
16657    AFL     0.00456275
16840    AFL     0.00013660
17618    AFL    -0.01014825
18319    AFL     0.01211100
18433    AFL     0.01261892
20125    AFL    -0.03655912
20468    AFL     0.01293751
20656    AFL    -0.01504826
21204    AFL     0.00447671
22366    AFL     0.00485997
22515    AFL    -0.02232663

AGENEN
       ticker  signal_return
96     AGENEN     0.02358740
256    AGENEN     0.02119947
332    AGENEN     0.02296438
461    AGENEN     0.02483674
646    AGENEN     0.02396985
890    AGENEN     0.03030027
1029   AGENEN     0.01731637
1231   AGENEN     0.02225872
1427   AGENEN     0.02804309
1529   AGENEN     0.02473432
1638   AGENEN     0.02702855
1822   AGENEN     0.03527613
1965   AGENEN     0.02307807
2124   AGENEN     0.04082309
2319   AGENEN     0.02361142
2590   AGENEN     0.02704891
2719   AGENEN     0.02913079
2857   AGENEN     0.03325188
2994   AGENEN     0.02336989
3129   AGENEN     0.02774316
3225   AGENEN     0.02120958
3324   AGENEN     0.02384593
3447   AGENEN     0.04386080
3553   AGENEN     0.02209298
3677   AGENEN     0.02157114
3832   AGENEN     0.02383425
3949   AGENEN     0.02541005
4059   AGENEN     0.04187442
4153   AGENEN     0.03753829
4344   AGENEN     0.02955560
...       ...            ...
18216  AGENEN     0.04951423
18340  AGENEN     0.05728646
18457  AGENEN     0.05556572
18663  AGENEN     0.05464722
18839  AGENEN     0.05505039
19073  AGENEN     0.04090850
19234  AGENEN     0.05796153
19401  AGENEN     0.04616646
19588  AGENEN     0.04558016
19674  AGENEN     0.04267137
19725  AGENEN     0.05550812
19828  AGENEN     0.05070390
19919  AGENEN     0.05405123
20100  AGENEN     0.04370218
20228  AGENEN     0.05618514
20413  AGENEN     0.04876555
20601  AGENEN     0.04645324
20785  AGENEN     0.04683346
20918  AGENEN     0.04796289
21046  AGENEN     0.05491074
21130  AGENEN     0.04885199
21205  AGENEN     0.04642634
21312  AGENEN     0.03998238
21505  AGENEN     0.05008439
21684  AGENEN     0.05471287
21809  AGENEN     0.04399469
21994  AGENEN     0.05447865
22174  AGENEN     0.04744345
22367  AGENEN     0.04162349
22516  AGENEN     0.05722672

[154 rows x 2 columns]

AGN
      ticker  signal_return
280      AGN     0.01267603
891      AGN     0.01454337
1100     AGN     0.01682792
1530     AGN    -0.04232756
2008     AGN     0.02613617
2682     AGN     0.09618918
2835     AGN     0.03030264
4652     AGN     0.00765080
5789     AGN     0.00799474
5975     AGN     0.01163545
7136     AGN     0.00263007
8276     AGN    -0.01726996
8643     AGN     0.02450713
8884     AGN    -0.01255707
9033     AGN     0.05149252
9161     AGN    -0.04351175
10730    AGN    -0.00188650
11032    AGN     0.02399269
11687    AGN    -0.04003490
12039    AGN    -0.08895166
12908    AGN    -0.02308973
13662    AGN    -0.02901836
13950    AGN     0.03360053
14140    AGN    -0.06593400
15133    AGN     0.06091794
15227    AGN    -0.03363836
15684    AGN    -0.02664573
17136    AGN    -0.03007423
18049    AGN    -0.02823707
18349    AGN    -0.00862381
18514    AGN     0.11492102
18723    AGN    -0.13628815
20126    AGN     0.05038367
20257    AGN     0.00507502
21753    AGN     0.03862226
21921    AGN    -0.02541381
22611    AGN    -0.01258339

AIG
      ticker  signal_return
135      AIG    -0.02447464
534      AIG     0.01163706
2370     AIG     0.00870771
3678     AIG     0.00853652
3950     AIG    -0.01263095
4231     AIG     0.00992253
4534     AIG    -0.01267215
5279     AIG    -0.00153787
5935     AIG    -0.03928462
6248     AIG     0.01859967
7834     AIG     0.00674718
8108     AIG     0.02025386
8379     AIG    -0.04567911
9119     AIG    -0.03425610
9370     AIG     0.00086979
9730     AIG     0.00000000
9915     AIG    -0.00854205
10046    AIG     0.01136572
10220    AIG     0.00482782
10783    AIG     0.00793346
11589    AIG    -0.02103946
13568    AIG     0.02395746
13850    AIG     0.00930749
14141    AIG     0.00459947
14434    AIG    -0.04784113
15370    AIG     0.01478605
15915    AIG     0.02342027
16422    AIG    -0.04151576
17283    AIG    -0.00423909
17651    AIG    -0.01329203
18161    AIG     0.00897463
18515    AIG    -0.00920605
18914    AIG     0.01600787
19424    AIG     0.01665050
19816    AIG    -0.01438874
20383    AIG    -0.05078372
21247    AIG     0.00707789
22095    AIG     0.00439630

AIV
      ticker  signal_return
1065     AIV     0.00193080
1288     AIV     0.00668899
2424     AIV     0.03252319
2637     AIV     0.01612647
2995     AIV    -0.02178594
3833     AIV     0.00413552
4280     AIV    -0.01228943
4466     AIV    -0.00031187
4684     AIV     0.00402291
4898     AIV     0.02499001
4997     AIV     0.00620111
5239     AIV    -0.02777136
5688     AIV     0.00028965
6025     AIV     0.01125012
6814     AIV     0.00473868
7011     AIV     0.00417755
7137     AIV     0.00027045
7320     AIV    -0.00698364
7835     AIV    -0.00970245
8015     AIV     0.01251133
8320     AIV    -0.01716247
10805    AIV     0.00959603
11435    AIV    -0.09777898
11688    AIV     0.01049154
11847    AIV     0.01249661
12326    AIV    -0.00693587
14142    AIV    -0.02824890
14762    AIV    -0.00395551
14932    AIV     0.00745465
15710    AIV    -0.01316427
16632    AIV     0.03352522
16764    AIV    -0.00065898
17693    AIV    -0.07666162
18002    AIV    -0.06220183
18162    AIV    -0.01059956
19638    AIV    -0.01369731
19714    AIV    -0.01083962
20469    AIV     0.01624995
21620    AIV    -0.01206791

AIZ
      ticker  signal_return
462      AIZ     0.03213059
647      AIZ    -0.02699173
1135     AIZ     0.01302950
1339     AIZ     0.02959502
1983     AIZ     0.00730638
3112     AIZ    -0.04449808
4232     AIZ     0.00233611
5280     AIZ    -0.00204967
6306     AIZ     0.00630509
6772     AIZ     0.01057900
8431     AIZ    -0.04374639
8644     AIZ     0.01562779
9710     AIZ    -0.00746504
9872     AIZ    -0.00247541
10195    AIZ     0.00029603
10303    AIZ    -0.00848951
10628    AIZ     0.03393031
10784    AIZ     0.00054697
11091    AIZ     0.03409497
11299    AIZ     0.03242975
12150    AIZ     0.00410883
12327    AIZ    -0.01371898
12551    AIZ     0.01365291
12795    AIZ    -0.00257551
13028    AIZ    -0.05058822
13466    AIZ    -0.02968108
14242    AIZ    -0.03267779
15228    AIZ     0.00172117
15543    AIZ     0.00840243
15748    AIZ    -0.00796173
15943    AIZ    -0.01959833
17619    AIZ     0.00701445
17953    AIZ     0.01172809
18388    AIZ     0.02077620
18569    AIZ    -0.00261601
19486    AIZ    -0.01118411
19739    AIZ    -0.00305440
19934    AIZ     0.00402332
20539    AIZ     0.00916467
21621    AIZ    -0.00845590

AJG
      ticker  signal_return
500      AJG     0.02872458
719      AJG    -0.00252313
2146     AJG    -0.00555843
2484     AJG    -0.01941375
3467     AJG    -0.03227907
5324     AJG    -0.00579841
6815     AJG     0.00835078
7519     AJG    -0.01762617
8234     AJG     0.00572059
8380     AJG    -0.03046811
9526     AJG    -0.02351109
9916     AJG    -0.01424236
10289    AJG    -0.01346959
11512    AJG     0.04616034
13193    AJG     0.00266958
13467    AJG     0.02643787
14607    AJG     0.05164255
14870    AJG     0.00384746
15024    AJG    -0.00837393
15229    AJG     0.01264295
15613    AJG     0.01978559
15749    AJG    -0.01158762
15944    AJG     0.00311171
16200    AJG    -0.03685792
16765    AJG     0.00654935
17078    AJG     0.00060563
17674    AJG     0.00399282
17954    AJG     0.00610058
18664    AJG    -0.02650808
18975    AJG    -0.00038812
19726    AJG     0.00343971
19976    AJG    -0.00652805
20258    AJG     0.03166302
20438    AJG     0.00070225
20657    AJG    -0.02826981
21583    AJG    -0.00272010
21785    AJG    -0.01864476
22044    AJG     0.00336986
22368    AJG     0.01865694

AKAM
      ticker  signal_return
3       AKAM     0.04400495
205     AKAM     0.00000000
720     AKAM    -0.13666691
944     AKAM     0.00614104
1340    AKAM     0.00203827
1616    AKAM    -0.06288038
2073    AKAM     0.00785290
2295    AKAM    -0.02324738
2619    AKAM     0.04329532
2836    AKAM     0.01914935
3729    AKAM    -0.05682159
4482    AKAM     0.03056543
5936    AKAM    -0.07819257
6457    AKAM     0.02848467
8432    AKAM    -0.04989088
8599    AKAM     0.05791432
9065    AKAM     0.01459880
9459    AKAM     0.01017383
9814    AKAM    -0.00923083
10492   AKAM    -0.01335363
11689   AKAM    -0.06953392
12452   AKAM    -0.17991545
12472   AKAM     0.01102864
12761   AKAM     0.02857585
13013   AKAM     0.02045966
13104   AKAM    -0.00979553
13397   AKAM     0.09685654
13743   AKAM    -0.03450537
13951   AKAM    -0.02655927
14143   AKAM    -0.24868095
14467   AKAM    -0.01831290
15660   AKAM    -0.02353989
18389   AKAM     0.17872390
18570   AKAM    -0.03384643
21117   AKAM     0.02984796
21622   AKAM     0.05749269
21838   AKAM     0.03604367

ALB
      ticker  signal_return
384      ALB    -0.01747587
588      ALB     0.00222140
1303     ALB     0.00847710
1795     ALB    -0.01477977
3649     ALB    -0.01712243
3951     ALB    -0.02142158
4233     ALB     0.03093610
5240     ALB     0.08490134
6129     ALB     0.00749833
6307     ALB     0.04374960
8411     ALB    -0.04061264
9342     ALB    -0.00458600
9578     ALB    -0.00415801
9731     ALB     0.01265239
10493    ALB     0.03602526
10880    ALB     0.05734801
11590    ALB     0.03278982
12508    ALB    -0.09378252
13268    ALB    -0.00498665
14439    ALB    -0.00307325
14592    ALB     0.02771868
14763    ALB    -0.00820270
14933    ALB     0.02416562
15144    ALB    -0.01572191
15516    ALB    -0.00636615
15787    ALB     0.02015716
15983    ALB     0.01222370
16123    ALB    -0.03142999
16304    ALB    -0.04723341
16841    ALB     0.00818048
17761    ALB    -0.00282814
18790    ALB    -0.11275398
19259    ALB     0.01155297
19487    ALB    -0.01846299
19829    ALB    -0.00268312
20632    ALB     0.02221231
20919    ALB     0.00000000
21431    ALB     0.00267936
22369    ALB    -0.06260376

ALGN
      ticker  signal_return
4       ALGN     0.01545561
333     ALGN    -0.11224117
648     ALGN    -0.03474643
1966    ALGN    -0.02040715
2207    ALGN    -0.14298056
3310    ALGN    -0.04114082
3518    ALGN    -0.05629192
4723    ALGN    -0.00355746
6154    ALGN     0.04660561
6370    ALGN    -0.00364259
7263    ALGN     0.00035094
8016    ALGN     0.02470490
8433    ALGN    -0.02934832
9527    ALGN     0.00000000
10025   ALGN     0.00404106
10281   ALGN    -0.02058688
10806   ALGN     0.00335981
11513   ALGN     0.02089940
12328   ALGN     0.07922325
13616   ALGN     0.02037000
14496   ALGN     0.01401424
14623   ALGN    -0.04816795
15507   ALGN     0.01097882
15750   ALGN    -0.00786786
15945   ALGN     0.00556963
16365   ALGN    -0.01564360
16693   ALGN     0.01000551
16842   ALGN    -0.01661227
17098   ALGN     0.05422091
17250   ALGN     0.01532514
17365   ALGN     0.00084504
18478   ALGN     0.03417745
19074   ALGN    -0.01085675
19488   ALGN     0.00972098
19605   ALGN    -0.02644915
20828   ALGN     0.04736093
20981   ALGN     0.01789876
21140   ALGN    -0.01410729
21313   ALGN     0.01845895
21536   ALGN     0.02501506
22225   ALGN    -0.00569420

ALK
      ticker  signal_return
263      ALK     0.02341374
721      ALK     0.05836813
959      ALK     0.00745139
1120     ALK     0.01433684
1395     ALK    -0.02782291
2262     ALK    -0.06470954
2878     ALK     0.03077892
2996     ALK    -0.00337231
3369     ALK    -0.03558863
3952     ALK    -0.00903033
5149     ALK     0.02382135
5352     ALK    -0.02199417
6645     ALK     0.04290990
6816     ALK     0.03525326
7012     ALK    -0.02400901
7357     ALK    -0.03044349
8235     ALK     0.07598591
8412     ALK    -0.06166287
10171    ALK    -0.02652071
10714    ALK     0.05809506
10935    ALK    -0.01394352
11178    ALK     0.00778810
11436    ALK    -0.10889735
13029    ALK    -0.02552620
13468    ALK     0.07345321
14144    ALK    -0.09867791
14764    ALK    -0.00482764
15614    ALK     0.02763959
15803    ALK     0.00274893
16260    ALK     0.01738034
16366    ALK     0.01447696
17165    ALK    -0.05032508
17694    ALK    -0.00990396
18320    ALK     0.03143598
19000    ALK     0.01213220
19188    ALK    -0.00120613
19367    ALK     0.05660159
19817    ALK     0.01005794
20035    ALK    -0.01438874
20229    ALK    -0.00247219
20658    ALK    -0.05158737
21248    ALK    -0.03169440
21506    ALK    -0.00586994
21711    ALK    -0.01591483
21875    ALK    -0.03173224

ALL
      ticker  signal_return
206      ALL    -0.02443134
535      ALL    -0.01049485
1232     ALL     0.00018280
2296     ALL    -0.01269981
2485     ALL    -0.04175031
2997     ALL     0.01376085
3253     ALL    -0.00464868
3881     ALL     0.00465880
4206     ALL     0.00831711
5241     ALL    -0.04620037
5452     ALL     0.01550674
5556     ALL     0.00665533
5689     ALL    -0.01614122
5937     ALL    -0.01993421
6693     ALL     0.02487418
6914     ALL     0.02151915
7179     ALL     0.00635871
7358     ALL     0.00774688
7576     ALL    -0.02593362
7721     ALL     0.01620274
8277     ALL    -0.01258758
8484     ALL    -0.01947752
9711     ALL     0.00476546
10150    ALL    -0.01283133
10443    ALL     0.00061529
11092    ALL    -0.09951949
11206    ALL    -0.01796408
11690    ALL    -0.00320859
12604    ALL     0.00253005
13030    ALL    -0.04796092
13398    ALL     0.03295135
14310    ALL    -0.01659339
14468    ALL    -0.01354492
14690    ALL     0.01505599
15079    ALL    -0.02058265
16658    ALL    -0.00415444
17874    ALL    -0.01867015
18768    ALL    -0.04283436
19001    ALL     0.02085888
19532    ALL     0.02237779
19616    ALL     0.00188071
19977    ALL    -0.00199164
20142    ALL     0.01219919
20279    ALL     0.01958385
20568    ALL     0.01167305
21623    ALL    -0.00756415
22045    ALL     0.00875676
22370    ALL     0.02765569

ALLE
      ticker  signal_return
2837    ALLE     0.07170658
3730    ALLE    -0.02508222
4012    ALLE    -0.06416311
4345    ALLE     0.00607069
4483    ALLE     0.00749851
6249    ALLE     0.03339099
6817    ALLE    -0.00245167
7536    ALLE    -0.03033858
8037    ALLE    -0.04630877
8501    ALLE     0.01324523
8645    ALLE    -0.00547010
9120    ALLE     0.00782359
9250    ALLE    -0.00550698
9762    ALLE    -0.02062918
10654   ALLE    -0.04038414
11093   ALLE    -0.01374104
12473   ALLE    -0.00769827
12953   ALLE    -0.03256936
13469   ALLE     0.01204734
14145   ALLE    -0.08431106
15080   ALLE    -0.02039626
15544   ALLE    -0.02071281
16176   ALLE    -0.01061708
16766   ALLE     0.02282330
16960   ALLE     0.00859326
17166   ALLE    -0.02476132
17853   ALLE    -0.01164714
18479   ALLE     0.03194565
20259   ALLE     0.01659101
20439   ALLE     0.00449378
20920   ALLE    -0.00200414
21118   ALLE    -0.01540944
21314   ALLE     0.03692531
21507   ALLE    -0.04140618
22517   ALLE    -0.00929216

ALTAIC
       ticker  signal_return
5      ALTAIC     0.01497775
207    ALTAIC     0.02022575
289    ALTAIC     0.02089467
414    ALTAIC     0.02521300
536    ALTAIC     0.03118543
783    ALTAIC     0.03434208
981    ALTAIC     0.01233109
1136   ALTAIC     0.02743518
1304   ALTAIC     0.03091306
1492   ALTAIC     0.02578915
1604   ALTAIC     0.02917793
1737   ALTAIC     0.02489491
1881   ALTAIC     0.01881564
2039   ALTAIC     0.01572032
2208   ALTAIC     0.03068630
2425   ALTAIC     0.02136959
2638   ALTAIC     0.02247936
2796   ALTAIC     0.01803461
2920   ALTAIC     0.03067488
3071   ALTAIC     0.03378928
3174   ALTAIC     0.02180993
3295   ALTAIC     0.03036543
3416   ALTAIC     0.02458464
3519   ALTAIC     0.03022159
3650   ALTAIC     0.03976074
3816   ALTAIC     0.03628322
3953   ALTAIC     0.02572417
4060   ALTAIC     0.02810329
4154   ALTAIC     0.03155350
4346   ALTAIC     0.02311910
...       ...            ...
18072  ALTAIC     0.04357899
18252  ALTAIC     0.06032652
18365  ALTAIC     0.04860170
18516  ALTAIC     0.04344915
18724  ALTAIC     0.04443207
18976  ALTAIC     0.04715315
19122  ALTAIC     0.04432253
19300  ALTAIC     0.04383086
19533  ALTAIC     0.04701766
19617  ALTAIC     0.04358862
19697  ALTAIC     0.05413654
19807  ALTAIC     0.05182249
19877  ALTAIC     0.05764446
20036  ALTAIC     0.04438113
20195  ALTAIC     0.05730450
20384  ALTAIC     0.05145943
20569  ALTAIC     0.05154660
20772  ALTAIC     0.03685353
20902  ALTAIC     0.05684985
21034  ALTAIC     0.05650382
21119  ALTAIC     0.05474707
21190  ALTAIC     0.05744124
21290  ALTAIC     0.04869016
21473  ALTAIC     0.04296278
21643  ALTAIC     0.05817482
21786  ALTAIC     0.04849760
21958  ALTAIC     0.05295053
22133  ALTAIC     0.05334546
22371  ALTAIC     0.04944814
22518  ALTAIC     0.05597318

[154 rows x 2 columns]

ALXN
      ticker  signal_return
813     ALXN    -0.01458212
1738    ALXN     0.00625193
2125    ALXN     0.02219839
2426    ALXN    -0.02880600
2664    ALXN     0.06238318
5125    ALXN    -0.05584061
6216    ALXN    -0.05889839
6646    ALXN     0.03701096
7446    ALXN    -0.00506785
8133    ALXN    -0.02766397
9279    ALXN    -0.04538502
9712    ALXN    -0.02798987
10388   ALXN    -0.05462899
10715   ALXN     0.05933752
11691   ALXN    -0.03150331
12017   ALXN    -0.10678663
12552   ALXN    -0.04596168
12909   ALXN    -0.07666916
13068   ALXN    -0.01338937
13304   ALXN    -0.04155406
13618   ALXN     0.03078132
13953   ALXN    -0.00281178
14765   ALXN    -0.04044979
15444   ALXN    -0.12420933
16238   ALXN     0.07279332
16353   ALXN     0.06148468
18050   ALXN    -0.02329803
18305   ALXN    -0.01305130
18977   ALXN    -0.05338141
20903   ALXN     0.02413767
21179   ALXN    -0.02446239
21995   ALXN     0.06525233

AMAT
      ticker  signal_return
264     AMAT     0.00143205
483     AMAT     0.00277393
1506    AMAT    -0.01315808
2147    AMAT    -0.02256159
2742    AMAT     0.01737538
3094    AMAT    -0.04797583
3226    AMAT    -0.02507654
4234    AMAT     0.02170485
4467    AMAT     0.01684437
4653    AMAT    -0.01540184
6250    AMAT     0.05214631
7264    AMAT     0.02674751
7472    AMAT    -0.03329161
7836    AMAT    -0.00711184
8885    AMAT    -0.06196672
9428    AMAT    -0.01432226
9542    AMAT     0.00451695
9689    AMAT    -0.02700801
10656   AMAT    -0.00107759
10808   AMAT     0.00842938
10985   AMAT     0.00057587
11208   AMAT    -0.02985296
11411   AMAT     0.06622919
11692   AMAT    -0.06319242
12510   AMAT     0.00417288
12762   AMAT     0.05868738
12938   AMAT     0.00743103
13663   AMAT    -0.03696271
14440   AMAT    -0.03093300
14608   AMAT     0.03563740
14838   AMAT    -0.01425436
15025   AMAT     0.00095012
15293   AMAT    -0.02522232
15917   AMAT     0.07986797
16767   AMAT     0.05501680
16947   AMAT    -0.00414391
17137   AMAT    -0.02636688
17386   AMAT     0.08664339
17524   AMAT     0.00133467
17660   AMAT    -0.04836107
19123   AMAT     0.02866176
19489   AMAT     0.01064325
19851   AMAT    -0.00118448
19978   AMAT     0.01756705
20165   AMAT     0.00028317
20470   AMAT    -0.00989019
20659   AMAT     0.00918429
20829   AMAT     0.04370707
20997   AMAT    -0.01810581
21334   AMAT     0.03546296
21685   AMAT     0.03776689
21810   AMAT     0.00920838
22134   AMAT     0.02963498
22339   AMAT    -0.09434080

AMD
      ticker  signal_return
722      AMD    -0.04609111
1944     AMD     0.03482939
2126     AMD    -0.15842336
3651     AMD    -0.06484865
4501     AMD    -0.12620769
4958     AMD    -0.20499036
5053     AMD     0.01844585
6071     AMD     0.06840273
6308     AMD     0.11102625
7633     AMD    -0.02783480
8236     AMD    -0.18677591
8502     AMD    -0.05911519
9460     AMD     0.01716780
9965     AMD    -0.03540193
10629    AMD     0.01932427
10809    AMD     0.06062462
10986    AMD    -0.14469638
12409    AMD    -0.04157643
12605    AMD    -0.12107793
12902    AMD    -0.03037110
13093    AMD     0.04391923
13253    AMD     0.07307598
13852    AMD    -0.16833531
14839    AMD    -0.05255150
15476    AMD    -0.11684363
15929    AMD     0.12326851
16294    AMD     0.09243524
17045    AMD     0.16097664
17495    AMD     0.00654025
19063    AMD     0.13743511
19402    AMD     0.10916280
19639    AMD     0.00346921
20196    AMD    -0.01032458
20510    AMD     0.04652002
21584    AMD     0.01365875
22581    AMD    -0.05514076

AME
      ticker  signal_return
814      AME     0.01496498
2486     AME    -0.03666734
2998     AME    -0.01424579
4397     AME    -0.02013440
5211     AME    -0.00452267
6371     AME    -0.02951170
7797     AME     0.02935853
9121     AME    -0.03254165
9792     AME     0.01098108
10581    AME    -0.02167465
11034    AME    -0.02431269
11318    AME     0.02500571
12923    AME    -0.02602678
13399    AME     0.07713296
13853    AME     0.00538388
15026    AME    -0.02760324
15230    AME     0.00137484
15518    AME    -0.07796154
16424    AME    -0.03732596
17496    AME     0.00768146
18350    AME     0.00728721
18571    AME    -0.00158282
19301    AME     0.03470602
19979    AME    -0.02531781
20260    AME     0.02307079
20440    AME     0.00000000
21386    AME     0.01769338
21585    AME     0.02128631
22015    AME     0.00848985
22226    AME     0.00837094
22519    AME    -0.03958986

AMG
      ticker  signal_return
152      AMG    -0.02583289
589      AMG     0.02979577
815      AMG    -0.02100509
1576     AMG    -0.00606418
1672     AMG     0.02532020
2487     AMG     0.00362957
3520     AMG    -0.03269986
4502     AMG    -0.01002106
4742     AMG     0.00145950
5632     AMG    -0.00795729
6372     AMG     0.02785577
7538     AMG    -0.05590278
7722     AMG     0.00765460
9549     AMG    -0.01908277
10605    AMG    -0.00356259
11368    AMG     0.00770184
11515    AMG     0.04032470
11989    AMG    -0.00651277
13106    AMG    -0.00645984
13470    AMG     0.05303658
13744    AMG     0.00015602
14766    AMG    -0.01581783
15231    AMG     0.02713737
15477    AMG    -0.04269905
16261    AMG     0.00624636
16425    AMG     0.01881516
18163    AMG    -0.04676003
18618    AMG     0.04109711
19425    AMG    -0.01912863
20261    AMG     0.02435616
20471    AMG    -0.01758988
21586    AMG     0.00381890
21922    AMG    -0.02958932

AMGN
      ticker  signal_return
107     AMGN    -0.01834440
858     AMGN    -0.00891309
2263    AMGN    -0.04270995
2743    AMGN    -0.00241936
3187    AMGN    -0.05515303
3521    AMGN    -0.04438185
4607    AMGN    -0.01987041
4826    AMGN    -0.01733521
5212    AMGN     0.03639081
5474    AMGN     0.00506828
5614    AMGN     0.02324578
5914    AMGN     0.01081474
6647    AMGN     0.09286855
6818    AMGN    -0.01197173
7447    AMGN     0.00064960
8175    AMGN    -0.05063154
9066    AMGN     0.02130129
11075   AMGN     0.01185489
11693   AMGN    -0.02765523
12018   AMGN    -0.02804454
13619   AMGN    -0.02414914
14146   AMGN    -0.03565211
15145   AMGN     0.00250219
15334   AMGN     0.01082555
16426   AMGN    -0.05208506
16911   AMGN     0.00887046
17046   AMGN     0.03767102
17212   AMGN    -0.01050515
18273   AMGN     0.00929329
18390   AMGN     0.01305983
18619   AMGN     0.06974099
20166   AMGN     0.00214656
20304   AMGN     0.03216240
20602   AMGN     0.01872998
20859   AMGN    -0.07333666
21291   AMGN    -0.02116968
21876   AMGN     0.01578676
22582   AMGN     0.01574927

AMP
      ticker  signal_return
108      AMP    -0.01315880
537      AMP     0.02325805
930      AMP     0.01399038
1076     AMP     0.02253319
1305     AMP     0.01357908
1673     AMP     0.01763996
1905     AMP     0.00649775
2488     AMP    -0.04273206
4251     AMP     0.01440363
4608     AMP     0.00560788
4743     AMP     0.00912491
5242     AMP    -0.04973837
5691     AMP    -0.02400400
6373     AMP     0.01983755
6915     AMP     0.01770234
7221     AMP    -0.00526618
7473     AMP     0.00142285
8176     AMP    -0.05248093
8600     AMP    -0.01000848
11516    AMP     0.03353034
12606    AMP    -0.01066791
13471    AMP     0.02122648
13954    AMP     0.01682272
14147    AMP    -0.03457874
15027    AMP    -0.02468215
15232    AMP     0.01150784
15478    AMP    -0.04106388
15984    AMP     0.00649034
16427    AMP     0.01711898
17652    AMP    -0.00327008
18164    AMP    -0.03050217
18517    AMP     0.03810739
18915    AMP     0.03311561
19426    AMP    -0.03335239
20197    AMP     0.02832699
20347    AMP     0.02220680
20633    AMP     0.00515778
22520    AMP    -0.04592189

AMT
      ticker  signal_return
538      AMT     0.02408520
1984     AMT     0.01658979
2148     AMT     0.00024018
3817     AMT     0.02315555
4347     AMT    -0.01830408
4888     AMT     0.01357437
5054     AMT    -0.00270724
5243     AMT    -0.00625328
5426     AMT     0.00101874
5505     AMT    -0.00885852
6541     AMT    -0.03167395
7222     AMT     0.01352226
8794     AMT    -0.03763467
10172    AMT    -0.01759993
10810    AMT     0.00183842
11287    AMT     0.01903285
11437    AMT    -0.09842988
11694    AMT    -0.00271547
11877    AMT     0.00213663
12040    AMT    -0.06921453
12511    AMT    -0.01074802
13664    AMT     0.02338582
14148    AMT    -0.01210302
14708    AMT    -0.00230704
15081    AMT     0.01632534
15751    AMT    -0.01712661
16154    AMT    -0.00241322
16334    AMT     0.01235032
16633    AMT    -0.00710483
16810    AMT     0.01411462
16975    AMT    -0.00101980
17762    AMT     0.02007492
18458    AMT     0.00376165
18916    AMT     0.00160947
20414    AMT     0.04697146
20603    AMT     0.01201505
21047    AMT     0.01634323
21131    AMT     0.00476074
21206    AMT     0.01924536
21508    AMT     0.01279841
21686    AMT    -0.02017258
21877    AMT    -0.01107533

AMZN
      ticker  signal_return
244     AMZN    -0.00104373
334     AMZN    -0.05679375
649     AMZN     0.09962864
1233    AMZN     0.00846960
1396    AMZN     0.02107000
1762    AMZN    -0.02219883
2234    AMZN    -0.03149434
2453    AMZN    -0.00664103
3430    AMZN     0.03551489
3693    AMZN    -0.01366392
4936    AMZN     0.03535822
5074    AMZN    -0.11583572
6670    AMZN    -0.06212758
7359    AMZN    -0.07991721
8091    AMZN     0.00678319
8434    AMZN     0.05421121
8646    AMZN    -0.00443588
8823    AMZN    -0.00690026
9445    AMZN     0.11860709
10731   AMZN     0.06897092
10987   AMZN     0.01263190
12251   AMZN     0.00261020
12410   AMZN     0.04387893
12642   AMZN     0.04916528
12886   AMZN     0.00010309
13305   AMZN    -0.09251139
13665   AMZN     0.01173911
14062   AMZN     0.07950934
15233   AMZN     0.02912508
15615   AMZN     0.02153749
15752   AMZN    -0.01115620
16032   AMZN     0.00131349
16734   AMZN     0.00678271
17193   AMZN     0.00940464
17695   AMZN    -0.03595504
17974   AMZN     0.02981093
18165   AMZN    -0.01223763
18917   AMZN    -0.01870910
19840   AMZN    -0.00654762
19935   AMZN     0.00126373
20415   AMZN     0.00130225
21105   AMZN     0.03920664
21537   AMZN     0.00985410
21787   AMZN    -0.00157194
21959   AMZN     0.02646327
22227   AMZN    -0.02863614

ANDV
      ticker  signal_return
77      ANDV    -0.01681456
245     ANDV    -0.00740329
335     ANDV     0.03422163
446     ANDV    -0.08620862
1101    ANDV     0.07867432
1276    ANDV     0.02030616
1451    ANDV    -0.06052942
2620    ANDV    -0.04276968
3694    ANDV     0.01551538
4281    ANDV    -0.01312174
4535    ANDV    -0.02386910
5427    ANDV    -0.00554369
5557    ANDV    -0.01056731
5736    ANDV    -0.06229954
6819    ANDV     0.00753352
7196    ANDV     0.01602404
8321    ANDV     0.02615581
8466    ANDV     0.03488054
8727    ANDV     0.03715911
10630   ANDV     0.06312166
10811   ANDV    -0.04324085
11319   ANDV    -0.02939581
12512   ANDV     0.05714822
12887   ANDV     0.00612267
13666   ANDV     0.07544783
13934   ANDV     0.04444627
14149   ANDV     0.03515497
14327   ANDV    -0.13103337
15726   ANDV    -0.02633103
16262   ANDV    -0.05810541
17715   ANDV     0.00100351
17923   ANDV    -0.02043726
18643   ANDV    -0.05491101
19427   ANDV    -0.02587538
21168   ANDV    -0.02937528
21292   ANDV    -0.04371381
22270   ANDV     0.04887790
22421   ANDV    -0.02427877

ANSS
      ticker  signal_return
2320    ANSS     0.01529062
2489    ANSS    -0.04060441
3162    ANSS     0.03201667
4843    ANSS    -0.04700398
5244    ANSS     0.00471489
5506    ANSS    -0.00253032
6458    ANSS    -0.01017027
7223    ANSS     0.01467493
7897    ANSS    -0.03218114
8688    ANSS    -0.01068783
9162    ANSS    -0.02030179
9312    ANSS    -0.02001990
9713    ANSS    -0.04498788
9815    ANSS    -0.00287770
10048   ANSS    -0.00561892
10222   ANSS    -0.01183446
10732   ANSS    -0.00042997
11209   ANSS    -0.01013201
11438   ANSS    -0.11961094
11695   ANSS    -0.03409617
12553   ANSS    -0.05517404
13400   ANSS     0.04446721
14150   ANSS    -0.02566870
15060   ANSS    -0.02489943
15335   ANSS     0.01475473
15635   ANSS    -0.07354105
17264   ANSS     0.04127017
17399   ANSS     0.00082043
17525   ANSS    -0.03036796
18665   ANSS     0.03414690
19220   ANSS    -0.01288966
19428   ANSS    -0.00895827
20262   ANSS     0.04178499
20472   ANSS     0.04934296
20660   ANSS    -0.02211427
21387   ANSS     0.01179152
21644   ANSS     0.00334197
21960   ANSS     0.02120446
22175   ANSS    -0.00706384

ANTM
      ticker  signal_return
208     ANTM    -0.01896360
1234    ANTM     0.03200186
2321    ANTM    -0.02055873
3121    ANTM     0.04940441
3207    ANTM     0.00864501
3882    ANTM     0.00883994
4096    ANTM    -0.00432841
4827    ANTM     0.00398046
4959    ANTM     0.01124891
5737    ANTM     0.02000233
5939    ANTM    -0.01210639
6820    ANTM    -0.02025265
7138    ANTM    -0.01475494
8038    ANTM     0.01912421
8205    ANTM     0.01958491
8746    ANTM     0.01278192
9055    ANTM     0.05429525
9856    ANTM     0.01732443
10008   ANTM    -0.03042543
10359   ANTM    -0.04777922
10988   ANTM    -0.02235206
11517   ANTM     0.03931270
12838   ANTM    -0.02593939
14151   ANTM    -0.06290030
14624   ANTM    -0.00293933
15126   ANTM    -0.04414931
15479   ANTM    -0.04683641
15930   ANTM     0.00768829
16428   ANTM    -0.04100555
17047   ANTM    -0.08463558
18351   ANTM    -0.05117070
18666   ANTM    -0.07716920
18918   ANTM     0.02958926
19189   ANTM     0.01520206
19640   ANTM    -0.02329511
19852   ANTM     0.01091443
19980   ANTM     0.04503146
20305   ANTM     0.00427169
20661   ANTM    -0.00402077
20921   ANTM    -0.01644656
21432   ANTM     0.04982231
22176   ANTM     0.00291251
22493   ANTM     0.00110489

AON
      ticker  signal_return
136      AON     0.08235837
723      AON     0.04293605
931      AON    -0.00237070
1077     AON     0.01208548
1341     AON    -0.00839370
1531     AON    -0.01387221
1674     AON    -0.00549583
2322     AON    -0.02797380
2490     AON    -0.06019605
2772     AON     0.01686969
4072     AON     0.02332106
4178     AON     0.00631756
4536     AON    -0.00297472
5281     AON     0.01048627
6309     AON     0.01662569
6894     AON     0.01937025
7224     AON     0.01120734
7474     AON     0.02693766
8564     AON     0.02385019
9873     AON     0.01082688
10290    AON    -0.00173695
11591    AON     0.03146469
13031    AON    -0.03527610
13472    AON     0.01341234
13854    AON    -0.01135511
14469    AON     0.01356402
14625    AON     0.00980449
14934    AON    -0.01005622
15336    AON    -0.02113799
15636    AON    -0.01807649
15946    AON     0.02228788
16522    AON    -0.07167446
16843    AON    -0.00753556
17592    AON     0.00688579
17716    AON    -0.02974231
17975    AON    -0.02175937
18480    AON    -0.01237892
19260    AON     0.01608381
20885    AON    -0.00641028
21335    AON    -0.00049780
21645    AON     0.02525592
21811    AON     0.02054139
21996    AON     0.01811434
22177    AON     0.00053161
22372    AON     0.02839284
22521    AON    -0.02794534

AOS
      ticker  signal_return
153      AOS    -0.01307788
590      AOS     0.08178830
945      AOS     0.00367186
1137     AOS    -0.00961902
1428     AOS    -0.03731291
2323     AOS     0.06099827
4097     AOS     0.00362246
4398     AOS    -0.02840028
6374     AOS    -0.03028907
6648     AOS     0.04096552
6821     AOS     0.00093677
7116     AOS     0.01582661
7475     AOS    -0.03257857
7869     AOS     0.00693768
8361     AOS     0.01923455
8485     AOS     0.01832236
8601     AOS     0.01016204
8776     AOS     0.01422010
9122     AOS    -0.02443511
9251     AOS    -0.01455184
9528     AOS    -0.01266985
9733     AOS     0.03529692
9888     AOS     0.01752695
10002    AOS    -0.00209688
10223    AOS     0.00995848
11696    AOS    -0.05725872
12474    AOS     0.00769084
12667    AOS    -0.03432474
12796    AOS     0.01092495
13473    AOS     0.08282035
14840    AOS    -0.00318134
14935    AOS     0.00260214
15146    AOS     0.01298720
15337    AOS    -0.00339602
15947    AOS    -0.00652491
16178    AOS    -0.01800997
16367    AOS     0.01636286
16768    AOS     0.01909048
17099    AOS    -0.01108529
17526    AOS     0.01090184
18016    AOS     0.01800401
18166    AOS    -0.01995599
18694    AOS    -0.07776843
20604    AOS    -0.02997743
20922    AOS    -0.01595054
21433    AOS     0.01113254
21646    AOS    -0.01285365
22228    AOS    -0.00374032
22522    AOS    -0.01347706

APA
      ticker  signal_return
137      APA    -0.01426558
539      APA    -0.01446208
1173     APA     0.01998777
2324     APA     0.02655676
2491     APA    -0.02533368
3652     APA     0.01873295
3954     APA    -0.00791664
4144     APA     0.00803217
4348     APA     0.03490483
4484     APA     0.03403732
5090     APA    -0.01760953
5995     APA    -0.00169133
6155     APA     0.06371148
6310     APA     0.11164959
7360     APA     0.03897734
7577     APA     0.03960386
9380     APA    -0.01731181
10304    APA    -0.00991054
10606    APA     0.04119744
10851    APA     0.11117435
11035    APA    -0.01693068
11697    APA    -0.11092662
11990    APA    -0.04946710
12554    APA     0.11792209
13401    APA     0.07909152
14527    APA     0.01917387
15191    APA     0.03194806
15480    APA    -0.03255260
15948    APA    -0.03636129
17213    APA    -0.01591440
17740    APA    -0.00594482
17956    APA     0.04511560
19261    APA     0.00664956
20127    APA     0.01482025
20348    APA     0.01068754
20540    APA     0.02021041
20803    APA    -0.03304441
21388    APA    -0.00102533
21647    APA    -0.06408174
22583    APA    -0.03189926

APC
      ticker  signal_return
6        APC     0.00305859
540      APC    -0.05533259
1066     APC    -0.01248428
1452     APC     0.00690869
1532     APC     0.09924318
2999     APC    -0.03566639
3417     APC    -0.02495017
4446     APC     0.01156507
4575     APC    -0.01030514
4998     APC    -0.01540283
5996     APC    -0.00683385
6130     APC     0.06159858
6311     APC     0.00478923
7361     APC     0.00101125
7634     APC    -0.03851867
8602     APC    -0.02153359
9354     APC     0.03896455
10341    APC     0.00563796
10495    APC     0.00856181
10812    APC     0.02920808
10989    APC    -0.03754894
11592    APC    -0.03092144
13032    APC     0.13171291
13134    APC     0.02209565
13402    APC     0.22760861
13745    APC    -0.00901607
15481    APC     0.00398823
16844    APC    -0.06419027
17741    APC    -0.03586661
17957    APC     0.00343334
18051    APC     0.02009084
19262    APC     0.00173385
20570    APC     0.02438002
20804    APC    -0.04272247
21059    APC    -0.02713915
21315    APC    -0.01393926
21509    APC     0.09506511
22135    APC     0.06880912
22340    APC     0.01017960
22584    APC     0.03500470

APD
      ticker  signal_return
1796     APD    -0.00031206
2492     APD    -0.05676744
2744     APD     0.01139468
2907     APD     0.02345470
4349     APD    -0.01978158
4537     APD    -0.00906792
5126     APD    -0.00552630
6312     APD    -0.03506056
7139     APD     0.04539038
7539     APD    -0.06090579
8503     APD     0.00460921
8647     APD     0.02130151
8886     APD    -0.02717942
9623     APD    -0.01906003
10475    APD     0.03703747
10657    APD    -0.03334998
10990    APD    -0.09141629
13215    APD    -0.03647938
13379    APD     0.04571718
13667    APD     0.01170894
14767    APD     0.00565932
14936    APD    -0.01029273
15371    APD    -0.01152731
16429    APD    -0.01199158
16894    APD     0.00962096
17433    APD     0.01726195
18274    APD    -0.00878153
19242    APD     0.02137718
19429    APD    -0.00242653
20904    APD    -0.00198071
21060    APD    -0.00957186
21587    APD     0.01232617

APH
      ticker  signal_return
591      APH     0.00209347
1235     APH     0.01193797
1533     APH    -0.00878664
1675     APH     0.01389228
1906     APH    -0.00957700
2127     APH    -0.01460676
3254     APH    -0.01763447
3391     APH    -0.00919104
3662     APH    -0.00188600
4350     APH    -0.00588686
5453     APH     0.02316477
5574     APH    -0.00952984
5940     APH    -0.04475823
6375     APH    -0.04972752
7362     APH     0.00400180
7798     APH    -0.00072727
8565     APH     0.00910802
8747     APH    -0.00811435
8928     APH    -0.01428266
9067     APH     0.00722389
9624     APH    -0.00683948
10658    APH    -0.01465228
11593    APH    -0.01986314
12555    APH    -0.00309175
12888    APH     0.00198431
13380    APH     0.05875014
14441    APH     0.01483653
14768    APH     0.00105005
15082    APH    -0.00188276
16097    APH     0.00588880
17400    APH     0.01606329
17676    APH    -0.00429155
17924    APH     0.00438185
18408    APH    -0.01608532
18819    APH     0.00477827
19075    APH     0.00965767
20416    APH     0.01146473
20662    APH    -0.00707917
20886    APH     0.00153651
21434    APH    -0.00946555
22016    APH     0.01610125
22229    APH     0.00264341

ARE
      ticker  signal_return
816      ARE    -0.02130117
1507     ARE     0.00773200
1617     ARE    -0.02440525
2186     ARE     0.03058342
2427     ARE     0.02608286
2665     ARE     0.01206756
2820     ARE     0.00041325
3000     ARE    -0.01099285
3581     ARE     0.00040543
3861     ARE     0.00427579
4207     ARE     0.00376453
4960     ARE     0.00675807
5091     ARE    -0.01139974
5533     ARE    -0.01008200
5853     ARE     0.01884238
5997     ARE    -0.01232392
6513     ARE     0.02153016
6622     ARE    -0.00024426
6822     ARE    -0.00749792
7322     ARE     0.02808010
7578     ARE    -0.03332508
7972     ARE     0.03354567
8177     ARE     0.03253579
8340     ARE    -0.03187440
9163     ARE    -0.04268698
9690     ARE    -0.01863103
10444    ARE    -0.00797140
11439    ARE    -0.07228374
11807    ARE     0.01916466
11878    ARE    -0.03742053
12300    ARE    -0.05687807
13569    ARE     0.06531012
13855    ARE    -0.01776154
14152    ARE     0.00820945
14917    ARE     0.01925641
15192    ARE     0.01373854
15662    ARE    -0.01499658
15949    ARE    -0.01573540
16620    ARE     0.05332907
16976    ARE     0.02315198
17167    ARE     0.01208555
17717    ARE    -0.08507631
19740    ARE    -0.03381640
20417    ARE     0.03711976
22230    ARE    -0.01181561
22612    ARE    -0.00790423

ARMENA
       ticker  signal_return
7      ARMENA     0.01651643
209    ARMENA     0.02541224
290    ARMENA     0.02803668
447    ARMENA     0.02490088
650    ARMENA     0.02499569
892    ARMENA     0.03003899
1030   ARMENA     0.02303641
1236   ARMENA     0.03435104
1429   ARMENA     0.02130662
1520   ARMENA     0.03926082
1629   ARMENA     0.01627137
1797   ARMENA     0.02632956
1945   ARMENA     0.02040345
2074   ARMENA     0.02807489
2235   ARMENA     0.03492478
2394   ARMENA     0.02663053
2621   ARMENA     0.03441663
2773   ARMENA     0.02737416
2908   ARMENA     0.02644673
3059   ARMENA     0.01512356
3150   ARMENA     0.03081443
3255   ARMENA     0.03500712
3370   ARMENA     0.02712432
3488   ARMENA     0.02417942
3630   ARMENA     0.03522121
3780   ARMENA     0.02878761
3883   ARMENA     0.03342541
4013   ARMENA     0.03751804
4098   ARMENA     0.02925108
4235   ARMENA     0.03645614
...       ...            ...
18118  ARMENA     0.04546886
18306  ARMENA     0.04635222
18434  ARMENA     0.05821953
18644  ARMENA     0.04439331
18820  ARMENA     0.04568217
19064  ARMENA     0.04285167
19221  ARMENA     0.04401712
19375  ARMENA     0.05223469
19575  ARMENA     0.04532061
19662  ARMENA     0.06172866
19727  ARMENA     0.04869594
19830  ARMENA     0.04774773
19907  ARMENA     0.04222555
20086  ARMENA     0.05760055
20208  ARMENA     0.04339215
20385  ARMENA     0.05011676
20571  ARMENA     0.05257667
20773  ARMENA     0.05047269
20905  ARMENA     0.05420398
21035  ARMENA     0.05859716
21132  ARMENA     0.05231111
21207  ARMENA     0.04791445
21316  ARMENA     0.04461814
21510  ARMENA     0.04771757
21687  ARMENA     0.04958939
21812  ARMENA     0.04276534
21997  ARMENA     0.04717071
22178  ARMENA     0.03997731
22373  ARMENA     0.05230131
22523  ARMENA     0.04996758

[155 rows x 2 columns]

ARNC
      ticker  signal_return
154     ARNC    -0.02665245
724     ARNC     0.01904819
982     ARNC    -0.09089978
1739    ARNC     0.06972814
2009    ARNC    -0.02240990
2187    ARNC     0.03559095
3311    ARNC     0.01184380
3582    ARNC     0.01185199
3834    ARNC    -0.03260058
4282    ARNC     0.00071403
4538    ARNC    -0.00616651
4709    ARNC     0.00267380
4913    ARNC     0.05637913
5092    ARNC    -0.01058833
6210    ARNC    -0.00195122
6376    ARNC    -0.06002461
7225    ARNC    -0.01792474
8989    ARNC     0.03038396
9105    ARNC    -0.00229446
9241    ARNC    -0.05066317
10009   ARNC     0.00642057
10151   ARNC     0.02061929
10360   ARNC     0.03548620
10565   ARNC     0.06006424
10881   ARNC     0.05854346
11300   ARNC    -0.00000000
11488   ARNC     0.09794812
12129   ARNC    -0.03221362
12719   ARNC     0.00962703
13269   ARNC    -0.03190699
13651   ARNC     0.07707094
15372   ARNC     0.01227009
15545   ARNC    -0.09646027
16937   ARNC    -0.03257617
18307   ARNC     0.00258541
18667   ARNC     0.07801868
19981   ARNC     0.11045988
20167   ARNC     0.13420684
20473   ARNC    -0.05078952

ATVI
      ticker  signal_return
1798    ATVI    -0.01778813
2639    ATVI     0.00811363
3130    ATVI     0.03051085
4434    ATVI     0.01664393
4577    ATVI    -0.01049519
4773    ATVI    -0.00133126
4999    ATVI     0.00433464
5722    ATVI    -0.00565387
5915    ATVI     0.01078557
6072    ATVI     0.02921855
6377    ATVI    -0.00745477
8109    ATVI    -0.07971109
8532    ATVI     0.04446160
8689    ATVI     0.00212630
9504    ATVI    -0.03995377
9734    ATVI     0.03065992
9857    ATVI     0.00274995
10049   ATVI    -0.01787844
10882   ATVI    -0.02468309
11245   ATVI    -0.00174307
11440   ATVI    -0.11335599
11932   ATVI     0.03540763
12019   ATVI    -0.01889225
12217   ATVI     0.03528181
12356   ATVI     0.00688273
12608   ATVI    -0.05627202
12954   ATVI     0.02027530
14079   ATVI     0.04547694
15234   ATVI     0.00255646
15712   ATVI     0.01102952
15852   ATVI    -0.04305644
16770   ATVI     0.02179988
17696   ATVI    -0.00230097
17893   ATVI    -0.00179574
18459   ATVI    -0.05190696
18840   ATVI     0.02983032
19151   ATVI     0.01518056
19302   ATVI    -0.04961961
20101   ATVI    -0.00398705
20280   ATVI    -0.04106022
20774   ATVI     0.03473785
21093   ATVI    -0.01457516
21389   ATVI     0.03514554
21688   ATVI     0.03969931
21813   ATVI     0.01250787
21998   ATVI     0.01340457
22308   ATVI    -0.03496742
22613   ATVI    -0.06031810

AVB
      ticker  signal_return
1237     AVB     0.02237456
2591     AVB     0.03684483
3281     AVB     0.00663215
3849     AVB     0.01578905
4179     AVB     0.00506330
4899     AVB     0.01789278
5000     AVB    -0.01055455
5150     AVB    -0.00719984
5456     AVB     0.01671747
5790     AVB    -0.08344268
6053     AVB    -0.00494801
6874     AVB     0.00567538
7323     AVB     0.00998675
7636     AVB     0.00157796
7837     AVB    -0.01122630
7986     AVB     0.03141620
8134     AVB     0.01186040
10050    AVB     0.00037182
11153    AVB     0.00872359
11345    AVB     0.02524647
12204    AVB     0.02472805
12301    AVB    -0.01775356
14153    AVB    -0.01106663
14710    AVB     0.00178046
14937    AVB     0.00036911
15753    AVB    -0.03543730
16099    AVB     0.01950742
17763    AVB    -0.02122405
18167    AVB    -0.00340553
19618    AVB     0.00587549
19708    AVB     0.02474817
20474    AVB     0.01469003
20970    AVB     0.00995569
21208    AVB     0.00996252
21563    AVB     0.00438780
22231    AVB    -0.00332796

AVGO
      ticker  signal_return
138     AVGO     0.05550922
291     AVGO     0.01856202
501     AVGO     0.06180757
1521    AVGO    -0.03943086
1639    AVGO     0.04306853
2128    AVGO     0.03344912
2683    AVGO    -0.00639201
2921    AVGO     0.01888358
3208    AVGO    -0.02515460
3862    AVGO     0.02086777
4099    AVGO     0.01533190
4774    AVGO     0.00269796
5670    AVGO     0.07162067
5942    AVGO    -0.03478018
7140    AVGO    -0.00284838
7324    AVGO     0.09445676
7540    AVGO    -0.04715673
8079    AVGO    -0.01030122
8603    AVGO     0.02128507
8777    AVGO     0.13390793
9148    AVGO    -0.05711387
9979    AVGO     0.01103508
11210   AVGO    -0.00597547
11518   AVGO    -0.09315031
12955   AVGO     0.10620296
14255   AVGO    -0.10099195
14769   AVGO     0.00952232
15028   AVGO     0.00387955
15235   AVGO    -0.03997846
16100   AVGO    -0.01076144
17138   AVGO    -0.00940056
17284   AVGO     0.01371924
17401   AVGO     0.00221925
17527   AVGO    -0.00191906
19534   AVGO     0.00197802
19641   AVGO    -0.01037938
19878   AVGO     0.09017719
20037   AVGO    -0.00058792
20168   AVGO    -0.00310921
20441   AVGO     0.01354785
20748   AVGO     0.02148956
20860   AVGO    -0.01852896
21734   AVGO     0.05210711
22232   AVGO    -0.04495906

AVY
      ticker  signal_return
415      AVY    -0.01292463
817      AVY    -0.00778050
1838     AVY    -0.02195697
2129     AVY     0.01682662
2592     AVY    -0.03429380
3863     AVY    -0.01079745
4032     AVY    -0.02181295
6073     AVY     0.05382665
6251     AVY     0.02618383
7265     AVY     0.02264358
7476     AVY    -0.01038348
7724     AVY     0.02970324
8040     AVY    -0.02506964
8778     AVY    -0.00386136
9580     AVY     0.05538672
9744     AVY     0.03908853
9889     AVY     0.03511393
10786    AVY    -0.02583464
11321    AVY    -0.00247793
11698    AVY    -0.02109345
12475    AVY     0.00310752
13474    AVY    -0.01360794
14422    AVY     0.02666271
14593    AVY     0.00144613
14841    AVY     0.01143031
14938    AVY    -0.00512147
15338    AVY    -0.00820910
15546    AVY    -0.00660157
15754    AVY    -0.01489123
16231    AVY    -0.02721167
16523    AVY    -0.00028121
17139    AVY    -0.01681791
18518    AVY     0.02815477
19982    AVY     0.06697715
20605    AVY     0.00543748
21336    AVY     0.01617026
21689    AVY    -0.00978995
22179    AVY    -0.02389305
22422    AVY     0.02814488

AWK
      ticker  signal_return
1008     AWK    -0.01373232
2745     AWK     0.01593841
2957     AWK    -0.01098789
3163     AWK    -0.01103520
3731     AWK     0.00236534
3884     AWK     0.00959131
4180     AWK    -0.01367047
4725     AWK    -0.01915018
5353     AWK    -0.03852694
5476     AWK     0.01630635
5648     AWK     0.00000000
6578     AWK     0.02048253
6714     AWK     0.00247690
7898     AWK     0.00334262
8254     AWK     0.00194295
8414     AWK    -0.01210223
10051    AWK     0.01796222
10243    AWK     0.00376947
10496    AWK    -0.04300233
11346    AWK     0.02802968
12020    AWK     0.01339144
12130    AWK     0.02431409
12252    AWK     0.00428560
13194    AWK     0.00906655
13296    AWK    -0.00761845
13897    AWK     0.03879560
14063    AWK     0.01737438
14393    AWK    -0.00220669
14770    AWK    -0.03401491
15168    AWK     0.01242603
15339    AWK    -0.01263175
15616    AWK     0.02227885
15805    AWK    -0.02076386
16101    AWK     0.01351021
16295    AWK     0.00329908
16430    AWK     0.05085532
17620    AWK    -0.02626292
17764    AWK    -0.02506602
18119    AWK     0.01994448
20511    AWK     0.03591945
21228    AWK     0.00443067
21364    AWK    -0.00935927
22444    AWK    -0.00752951

AXP
      ticker  signal_return
592      AXP     0.00831631
818      AXP    -0.00546217
1306     AXP     0.02179762
1763     AXP     0.02280523
1907     AXP    -0.01208641
2209     AXP    -0.05944361
3095     AXP    -0.04010753
4283     AXP     0.02090074
5326     AXP    -0.00619268
6378     AXP     0.02876608
6875     AXP     0.01691718
7449     AXP     0.00386349
8135     AXP     0.03150050
8341     AXP     0.01414519
8604     AXP     0.00810933
10659    AXP    -0.03379619
11036    AXP    -0.01404927
12763    AXP    -0.01698969
13070    AXP    -0.00342711
13382    AXP     0.02834831
13669    AXP     0.00334688
13898    AXP     0.02874185
14256    AXP    -0.06806634
15236    AXP     0.04498321
15445    AXP     0.00349943
16431    AXP    -0.01528641
18217    AXP     0.02501152
18409    AXP     0.00224366
18841    AXP     0.04188050
19190    AXP    -0.00481398
19430    AXP    -0.00296576
19741    AXP     0.00848735
20169    AXP     0.00562230
20306    AXP     0.01334360
20663    AXP    -0.03578911
22494    AXP     0.00940925

AYI
      ticker  signal_return
139      AYI    -0.02203617
336      AYI    -0.04244094
651      AYI     0.02568517
1138     AYI    -0.04884726
1676     AYI     0.02885126
2040     AYI     0.07778541
2922     AYI     0.02288429
3498     AYI    -0.02995982
4578     AYI     0.01854767
4744     AYI    -0.17754456
5214     AYI    -0.00181901
6156     AYI     0.01035805
6694     AYI     0.01927771
6958     AYI    -0.01937211
8080     AYI    -0.00483013
8551     AYI     0.03624759
9123     AYI    -0.03266217
9252     AYI    -0.02844741
9675     AYI     0.01250949
9779     AYI     0.02346623
10259    AYI     0.00981171
10582    AYI    -0.00047909
10716    AYI     0.01343956
11126    AYI     0.03680789
11322    AYI     0.00080916
11991    AYI     0.03001544
12476    AYI     0.01757286
12797    AYI     0.01934722
12924    AYI    -0.02125279
13270    AYI    -0.02675604
13670    AYI     0.01420126
13915    AYI    -0.03964446
14097    AYI     0.02565863
15147    AYI     0.00680434
15340    AYI    -0.02105011
16524    AYI    -0.05865280
16771    AYI     0.00350857
17349    AYI     0.00890322
17465    AYI    -0.01479628
17937    AYI    -0.03293229
18168    AYI    -0.00680833
18572    AYI     0.02970538
19808    AYI    -0.03988333
21073    AYI    -0.02717167
21154    AYI    -0.02133126
22017    AYI     0.00513679

AZO
      ticker  signal_return
109      AZO    -0.01427046
1009     AZO     0.02124049
1139     AZO     0.00962782
1307     AZO    -0.01662874
1590     AZO    -0.02163706
2010     AZO     0.01221374
2210     AZO    -0.00447765
2622     AZO     0.04469722
5075     AZO     0.00379234
6715     AZO     0.00840524
6916     AZO     0.01711111
7077     AZO    -0.01090072
7363     AZO     0.01756990
7620     AZO    -0.01309272
7725     AZO     0.00531502
8779     AZO     0.01984050
9242     AZO     0.02049767
9355     AZO    -0.02642448
10497    AZO    -0.02616415
11154    AZO     0.00492409
11347    AZO     0.04381662
11489    AZO    -0.06027724
12357    AZO     0.02801804
12609    AZO    -0.00232744
13671    AZO    -0.01903105
14442    AZO    -0.03280036
14626    AZO    -0.02131666
14896    AZO    -0.01073682
15931    AZO    -0.02675193
16621    AZO     0.01892263
16772    AZO    -0.01967650
17742    AZO    -0.01325190
19152    AZO    -0.01345639
19431    AZO    -0.02615812
20128    AZO    -0.03581304
20786    AZO    -0.02257138
21141    AZO    -0.00420130
21249    AZO    -0.02769022
21564    AZO    -0.03875658
21839    AZO     0.14158496

BA
      ticker  signal_return
8         BA     0.08061297
593       BA     0.05326208
819       BA     0.01392801
1174      BA    -0.01611855
2041      BA    -0.01360083
2264      BA    -0.10653874
2395      BA     0.06674983
3850      BA     0.01042291
3989      BA    -0.02942842
4119      BA     0.01266449
4284      BA    -0.03442591
5151      BA     0.03201842
5327      BA    -0.00822432
7141      BA     0.03126785
8381      BA     0.05286038
8505      BA     0.00269519
8649      BA     0.03291262
9625      BA     0.00655904
10498     BA    -0.03136343
10813     BA    -0.01615785
11519     BA     0.03831031
12358     BA     0.00592867
12840     BA    -0.01546336
13403     BA     0.08028284
13746     BA     0.01297887
13935     BA    -0.04437717
14257     BA    -0.06012544
14871     BA    -0.03734407
15547     BA    -0.04620742
16525     BA    -0.03420849
17140     BA    -0.03054414
18460     BA     0.03559044
18919     BA    -0.01610846
19243     BA     0.00394893
19432     BA     0.00213862
19936     BA     0.01771815
20386     BA     0.04368617
20572     BA     0.02636269
21712     BA    -0.01198490
22046     BA     0.01675099
22445     BA     0.03468615
22634     BA    -0.02240206

BAC
      ticker  signal_return
292      BAC    -0.01073356
1238     BAC     0.04712914
1397     BAC    -0.01722531
1946     BAC     0.04434374
2149     BAC    -0.01705422
3227     BAC    -0.05211600
3499     BAC    -0.00185931
3732     BAC    -0.00865806
3864     BAC    -0.02016197
4014     BAC    -0.01093654
5840     BAC     0.02796969
6217     BAC    -0.04798078
7541     BAC    -0.03160274
7870     BAC    -0.00223339
8110     BAC     0.06530883
9890     BAC    -0.00179051
10052    BAC     0.03824336
10814    BAC     0.01273197
11594    BAC    -0.01602006
12668    BAC    -0.04268073
13404    BAC     0.07621505
13747    BAC     0.10951853
14154    BAC     0.00163132
15294    BAC     0.05235355
16432    BAC    -0.00766287
17318    BAC    -0.00729688
17528    BAC     0.05327829
18253    BAC    -0.01545626
18391    BAC     0.02399635
18573    BAC    -0.02575764
18842    BAC     0.09444979
19124    BAC    -0.00196947
19263    BAC     0.06640113
19490    BAC     0.00910872
20038    BAC    -0.03119837
20349    BAC     0.02988964
20664    BAC    -0.00945634

BAKERI
       ticker  signal_return
78     BAKERI     0.02204147
265    BAKERI     0.02876792
362    BAKERI     0.02022063
463    BAKERI     0.02586218
652    BAKERI     0.02103150
859    BAKERI     0.02374148
1031   BAKERI     0.02939131
1239   BAKERI     0.03263142
1398   BAKERI     0.02408332
1508   BAKERI     0.01651197
1618   BAKERI     0.02974144
1764   BAKERI     0.02528876
1908   BAKERI     0.02735618
2042   BAKERI     0.02720171
2211   BAKERI     0.03131161
2396   BAKERI     0.02534755
2623   BAKERI     0.02628621
2774   BAKERI     0.02019392
2909   BAKERI     0.03107607
3072   BAKERI     0.03749427
3164   BAKERI     0.02376966
3274   BAKERI     0.03055158
3371   BAKERI     0.03491173
3489   BAKERI     0.02781503
3615   BAKERI     0.03079665
3733   BAKERI     0.02661341
3865   BAKERI     0.03726170
4015   BAKERI     0.03511384
4100   BAKERI     0.03023635
4236   BAKERI     0.03114176
...       ...            ...
18073  BAKERI     0.05681146
18275  BAKERI     0.04920683
18410  BAKERI     0.04950222
18620  BAKERI     0.05207518
18791  BAKERI     0.04234762
19065  BAKERI     0.04703731
19222  BAKERI     0.05161245
19376  BAKERI     0.05071900
19576  BAKERI     0.04457727
19663  BAKERI     0.05176957
19715  BAKERI     0.04430955
19818  BAKERI     0.04619367
19896  BAKERI     0.05223073
20064  BAKERI     0.04330987
20198  BAKERI     0.05394568
20350  BAKERI     0.04355050
20541  BAKERI     0.04852028
20760  BAKERI     0.05521999
20887  BAKERI     0.05710218
21036  BAKERI     0.05899707
21120  BAKERI     0.04819703
21191  BAKERI     0.05255550
21317  BAKERI     0.06110896
21511  BAKERI     0.04986121
21690  BAKERI     0.05839353
21814  BAKERI     0.05113819
21999  BAKERI     0.05265453
22180  BAKERI     0.03942608
22374  BAKERI     0.05084288
22524  BAKERI     0.05047039

[154 rows x 2 columns]

BAX
      ticker  signal_return
273      BAX     0.04304210
1799     BAX     0.00938974
2011     BAX    -0.00271720
3312     BAX     0.00807173
4901     BAX     0.01814168
5916     BAX     0.00676751
6074     BAX    -0.00378072
6459     BAX     0.02500130
7450     BAX     0.00838412
8711     BAX    -0.00670263
9505     BAX    -0.03950603
9980     BAX     0.00943699
10084    BAX    -0.03944342
10411    BAX     0.00324556
11127    BAX     0.04687214
12041    BAX    -0.02155190
13620    BAX     0.00648346
14377    BAX     0.02170274
14627    BAX    -0.00868384
14939    BAX     0.00072648
15237    BAX     0.02149615
15508    BAX     0.02445220
15664    BAX     0.02775831
17101    BAX     0.00974202
17367    BAX    -0.02102303
18481    BAX    -0.04727585
19244    BAX     0.01442692
20102    BAX     0.01409350
20442    BAX     0.01417614
20634    BAX     0.00488922
20805    BAX     0.01545626
21155    BAX     0.01120088
21229    BAX    -0.01202796
21474    BAX     0.00573993
21815    BAX     0.01661604
22000    BAX     0.02640924
22181    BAX    -0.00400802
22614    BAX    -0.00860647

BBT
      ticker  signal_return
399      BBT    -0.02031133
1619     BBT     0.03419374
1765     BBT     0.01300127
1967     BBT     0.02922414
2150     BBT    -0.00051586
3096     BBT    -0.01828770
3228     BBT    -0.00226501
4775     BBT    -0.00176300
5354     BBT     0.00305516
6565     BBT    -0.02091251
7542     BBT    -0.03489794
7871     BBT    -0.00895949
8092     BBT     0.02020830
9106     BBT    -0.00840020
10053    BBT     0.02858746
11520    BBT     0.03587829
12669    BBT    -0.03723445
13406    BBT     0.06958582
13748    BBT     0.06321170
14259    BBT    -0.06705352
15418    BBT     0.02634682
15986    BBT     0.01527997
17285    BBT    -0.01992846
17621    BBT    -0.01233773
17849    BBT    -0.01640875
18169    BBT    -0.00335268
18843    BBT     0.05299094
19076    BBT     0.01443743
19264    BBT     0.02703457
19491    BBT    -0.00042580
19642    BBT    -0.00948874
20351    BBT     0.00583213
20542    BBT     0.00061798
21007    BBT    -0.02024816
21250    BBT    -0.00724726
22136    BBT    -0.01453964

BBY
      ticker  signal_return
97       BBY     0.00052233
523      BBY     0.05879830
1010     BBY    -0.00660369
2043     BBY     0.33561995
2212     BBY    -0.00693456
2397     BBY     0.03610500
4252     BBY     0.01550769
4686     BBY     0.02838900
4844     BBY    -0.07133205
5854     BBY     0.02902153
7198     BBY     0.03590725
7872     BBY    -0.01805057
9034     BBY     0.01819335
9529     BBY     0.00595156
9917     BBY    -0.01177177
10499    BBY    -0.03216871
11037    BBY     0.00281118
11288    BBY    -0.01910278
11595    BBY    -0.17550580
11831    BBY     0.02537367
11894    BBY     0.02625143
11933    BBY    -0.05567986
12749    BBY     0.10278139
13726    BBY    -0.03128747
14378    BBY     0.05049857
14497    BBY     0.02475082
16232    BBY    -0.02879342
17102    BBY    -0.00999251
17286    BBY     0.01794030
17529    BBY    -0.00844751
19066    BBY     0.14922953
19433    BBY    -0.00640962
21074    BBY     0.04920237
21318    BBY     0.05649441
22047    BBY    -0.02613447

BCR
      ticker  signal_return
9        BCR     0.00933418
594      BCR     0.09039110
1968     BCR    -0.03331106
2493     BCR    -0.05973310
2775     BCR     0.02308095
2943     BCR    -0.00679614
3131     BCR    -0.00815995
3372     BCR    -0.05219293
5190     BCR    -0.01056960
6157     BCR    -0.06307415
6650     BCR     0.04289726
6825     BCR    -0.00974422
7078     BCR     0.00913742
7435     BCR     0.01540647
8041     BCR    -0.01167653
8278     BCR    -0.00928198
10733    BCR     0.00861120
10991    BCR     0.04631421
11246    BCR    -0.01100486
12411    BCR    -0.03789720
13621    BCR    -0.00409365
14379    BCR    -0.00460032
14886    BCR     0.02490335
15083    BCR    -0.00730592
15342    BCR    -0.00851724
15548    BCR     0.01852294
15727    BCR     0.01901613
16180    BCR    -0.00200191
16368    BCR     0.01919132
16713    BCR    -0.00584104
17454    BCR     0.01468238
17765    BCR    -0.05776959
18574    BCR    -0.03215139
19002    BCR    -0.05457592
19728    BCR     0.02255980
20065    BCR    -0.00243544
20387    BCR     0.00613183
20665    BCR    -0.00348094
20830    BCR     0.00534363
21319    BCR     0.17842412
21512    BCR     0.00333236
22115    BCR     0.00972580
22309    BCR     0.00174956
22560    BCR     0.00161477

BDX
      ticker  signal_return
595      BDX     0.01827752
1011     BDX     0.01769138
1823     BDX    -0.00493557
1985     BDX     0.00601627
2684     BDX     0.00881141
3001     BDX    -0.00700087
3188     BDX    -0.02163463
3336     BDX    -0.01410655
4253     BDX     0.00323525
5405     BDX    -0.02817572
5855     BDX     0.00008795
5998     BDX    -0.01409094
6235     BDX     0.00677807
7296     BDX     0.04100902
8017     BDX    -0.02059465
8780     BDX     0.00786658
8943     BDX    -0.04003927
9780     BDX    -0.01610984
10717    BDX     0.02586351
11076    BDX     0.01634553
11247    BDX    -0.03930391
12042    BDX    -0.04930128
12556    BDX     0.05115172
13033    BDX    -0.01616827
13167    BDX    -0.00012830
14098    BDX    -0.03315944
14940    BDX     0.00880484
15194    BDX     0.00202750
15509    BDX     0.00398556
15685    BDX     0.01167422
16102    BDX     0.00426097
16369    BDX    -0.01521476
16752    BDX     0.01921706
17958    BDX    -0.00117138
18519    BDX     0.00406675
19003    BDX    -0.05537892
20066    BDX     0.02306602
20475    BDX     0.00564277
20666    BDX    -0.00297193
21337    BDX    -0.01899135
21538    BDX    -0.00843252
22116    BDX     0.02016017
22561    BDX     0.00272179

BEN
      ticker  signal_return
140      BEN     0.00316081
784      BEN    -0.01144557
1342     BEN    -0.00251889
1677     BEN     0.02031693
1857     BEN     0.00122239
2130     BEN     0.00120617
2398     BEN     0.04030772
3955     BEN    -0.00887607
4351     BEN    -0.01746925
4539     BEN    -0.01193476
5328     BEN    -0.01130374
6313     BEN     0.00996589
7451     BEN     0.00502035
8137     BEN    -0.05166223
10085    BEN    -0.00297885
10500    BEN    -0.00143076
10992    BEN     0.01848884
11179    BEN     0.01150710
11348    BEN     0.00136612
11521    BEN     0.02430633
11975    BEN     0.04030115
12610    BEN    -0.01459880
13135    BEN    -0.00341103
13475    BEN     0.02075994
14498    BEN    -0.03001297
15373    BEN    -0.00546043
15831    BEN    -0.01473114
16201    BEN     0.04061622
16434    BEN    -0.03711528
18645    BEN    -0.02261809
18844    BEN     0.00025977
19492    BEN    -0.06285819
20352    BEN     0.01578918
20606    BEN    -0.02309141
22402    BEN     0.02118628

BIFLOR
       ticker  signal_return
10     BIFLOR     0.01917131
246    BIFLOR     0.02414357
313    BIFLOR     0.02604900
416    BIFLOR     0.01615159
541    BIFLOR     0.03103799
860    BIFLOR     0.03383896
1032   BIFLOR     0.02260367
1175   BIFLOR     0.02606860
1343   BIFLOR     0.01996588
1493   BIFLOR     0.02224860
1605   BIFLOR     0.02001116
1740   BIFLOR     0.02044272
1882   BIFLOR     0.02620934
2012   BIFLOR     0.02851408
2188   BIFLOR     0.02145980
2371   BIFLOR     0.03271190
2606   BIFLOR     0.02543940
2746   BIFLOR     0.03336866
2879   BIFLOR     0.02608365
3002   BIFLOR     0.03696941
3151   BIFLOR     0.02694628
3256   BIFLOR     0.02478322
3337   BIFLOR     0.03199109
3468   BIFLOR     0.02323083
3583   BIFLOR     0.02592903
3695   BIFLOR     0.03030047
3851   BIFLOR     0.03267640
3990   BIFLOR     0.03140589
4073   BIFLOR     0.02552119
4181   BIFLOR     0.02470769
...       ...            ...
18276  BIFLOR     0.05096198
18392  BIFLOR     0.05717222
18575  BIFLOR     0.03789889
18769  BIFLOR     0.04953553
19004  BIFLOR     0.04507041
19153  BIFLOR     0.05336177
19303  BIFLOR     0.05110919
19535  BIFLOR     0.05441816
19619  BIFLOR     0.04944287
19698  BIFLOR     0.04541567
19785  BIFLOR     0.04732869
19863  BIFLOR     0.05835581
20039  BIFLOR     0.05670048
20170  BIFLOR     0.04752931
20307  BIFLOR     0.05157243
20512  BIFLOR     0.05686657
20749  BIFLOR     0.05020525
20861  BIFLOR     0.05356696
20998  BIFLOR     0.05210577
21094  BIFLOR     0.05635361
21169  BIFLOR     0.04931887
21251  BIFLOR     0.05719588
21390  BIFLOR     0.05165765
21588  BIFLOR     0.04643389
21754  BIFLOR     0.05001548
21923  BIFLOR     0.05704116
22096  BIFLOR     0.04731423
22292  BIFLOR     0.05426889
22446  BIFLOR     0.05860552
22615  BIFLOR     0.05815027

[156 rows x 2 columns]

BIIB
      ticker  signal_return
11      BIIB     0.04176183
210     BIIB    -0.02008091
725     BIIB     0.01501048
1344    BIIB     0.03178459
2075    BIIB    -0.00613283
2236    BIIB    -0.01574324
2720    BIIB     0.03668268
2858    BIIB    -0.01869811
3431    BIIB     0.05076909
4776    BIIB    -0.01426646
5127    BIIB     0.02029038
6460    BIIB    -0.03154465
7726    BIIB    -0.03246945
8238    BIIB    -0.01494821
8435    BIIB     0.03246152
8888    BIIB    -0.00067364
9107    BIIB     0.06053075
9552    BIIB    -0.02924677
10993   BIIB    -0.06061874
11596   BIIB    -0.02686495
12218   BIIB    -0.03106129
13306   BIIB    -0.05301648
13673   BIIB     0.01953475
14155   BIIB    -0.02267045
15482   BIIB    -0.02765153
16034   BIIB    -0.13611348
16202   BIIB     0.03357669
16336   BIIB     0.01941472
17215   BIIB     0.03841377
18308   BIIB    -0.01110706
18482   BIIB     0.01210089
18695   BIIB    -0.14292771
18845   BIIB    -0.00693325
20353   BIIB     0.00869464
20761   BIIB    -0.01901462
21691   BIIB     0.02828096
21878   BIIB    -0.00788638

BK
      ticker  signal_return
820       BK     0.01651385
983       BK     0.01738114
1240      BK     0.00626400
1399      BK    -0.01731904
1800      BK     0.01644821
2372      BK     0.03118912
3229      BK    -0.00626604
4504      BK     0.01005876
4745      BK     0.00319659
5094      BK     0.00839007
5246      BK    -0.01238171
5892      BK    -0.03058497
6314      BK     0.03130785
7543      BK    -0.02937395
8138      BK    -0.03388374
8383      BK    -0.04618348
9490      BK     0.01008333
9676      BK    -0.00069340
9982      BK    -0.01076881
10607     BK    -0.01977903
10907     BK    -0.01276516
11324     BK    -0.02687130
11699     BK    -0.02957890
12651     BK    -0.00254424
13356     BK     0.06592385
13674     BK     0.06077891
15374     BK     0.05971550
15951     BK     0.01358296
16526     BK    -0.03424523
17622     BK    -0.01012057
18411     BK     0.03374375
18792     BK     0.07648987
19048     BK    -0.01428896
19304     BK     0.01166015
22341     BK     0.02832012
22525     BK    -0.01462512

BLK
      ticker  signal_return
542      BLK     0.04233151
1766     BLK     0.00552014
2494     BLK    -0.04985541
4540     BLK    -0.00895036
4777     BLK    -0.00441447
5615     BLK    -0.00665991
6826     BLK     0.02994780
7227     BLK     0.00294584
7520     BLK    -0.01925774
8566     BLK     0.01921158
10087    BLK    -0.00326198
10501    BLK     0.00561742
10660    BLK    -0.03635375
11211    BLK     0.00736674
11369    BLK     0.01190069
11522    BLK     0.00820235
12359    BLK     0.04235831
12528    BLK     0.01334915
12863    BLK     0.00347022
13570    BLK     0.03706825
14771    BLK    -0.02265632
15238    BLK     0.05210837
16527    BLK    -0.05046677
17194    BLK     0.02294298
17623    BLK    -0.00044030
18277    BLK    -0.01332487
18461    BLK     0.00555249
19493    BLK     0.00872365
19643    BLK    -0.04470391
21945    BLK     0.03423879
22137    BLK     0.01711047
22375    BLK     0.00479137
22526    BLK    -0.00865116

BLL
      ticker  signal_return
155      BLL    -0.02307962
785      BLL     0.02129279
984      BLL     0.00483872
1678     BLL     0.00623298
1883     BLL     0.00481557
2325     BLL    -0.05192067
2640     BLL     0.03407199
2958     BLL     0.00949403
3818     BLL     0.02051176
3934     BLL     0.02025728
4050     BLL     0.00132385
4654     BLL     0.01527238
4914     BLL     0.01175286
5076     BLL    -0.02650928
5693     BLL     0.00641615
6592     BLL    -0.01948452
7477     BLL    -0.02653991
8506     BLL     0.02752279
8650     BLL    -0.01587335
10661    BLL    -0.02762020
10908    BLL     0.01612938
11700    BLL    -0.01893696
12557    BLL    -0.05712492
13094    BLL    -0.01924082
13271    BLL     0.00206455
15320    BLL     0.04807839
16435    BLL    -0.02840697
17265    BLL     0.02577624
18074    BLL    -0.04530631
18920    BLL    -0.00787509
19305    BLL    -0.03968881
21513    BLL     0.03979238
22048    BLL     0.01804104
22527    BLL     0.00950352

BMY
      ticker  signal_return
156      BMY     0.00193278
385      BMY     0.00336135
543      BMY     0.00327333
861      BMY     0.01941809
1741     BMY    -0.01289858
2044     BMY    -0.00418830
2373     BMY     0.02196103
5215     BMY    -0.03288131
5976     BMY    -0.00799147
6593     BMY     0.04239919
6774     BMY    -0.00885564
7544     BMY    -0.03182848
7800     BMY    -0.02460697
8093     BMY     0.00433283
8930     BMY    -0.00106650
9069     BMY    -0.00663670
9918     BMY     0.00101280
10735    BMY     0.00444031
11597    BMY     0.00756085
12303    BMY    -0.00817717
12454    BMY    -0.01083695
13157    BMY    -0.02757700
13622    BMY    -0.00364530
14043    BMY    -0.03587006
15239    BMY     0.02427020
15446    BMY     0.02949238
16124    BMY    -0.02825934
16773    BMY     0.00951885
17287    BMY     0.04277950
17434    BMY    -0.00754594
17624    BMY     0.01177415
18052    BMY    -0.02857976
18254    BMY     0.00948066
19589    BMY     0.00324260
19769    BMY    -0.06138368
19908    BMY     0.03073357
22271    BMY    -0.03748565
22616    BMY    -0.02669182

BSX
      ticker  signal_return
502      BSX     0.00081867
2013     BSX     0.04210342
2189     BSX    -0.01561951
4937     BSX    -0.04777488
5407     BSX    -0.02576632
5757     BSX    -0.03998901
6075     BSX     0.00840341
6515     BSX    -0.03985267
6672     BSX     0.02207931
7143     BSX    -0.06181319
7973     BSX     0.05425776
8279     BSX    -0.00537275
8713     BSX     0.01428596
8889     BSX    -0.02733385
9430     BSX    -0.00326620
11038    BSX    -0.00000000
11598    BSX    -0.04309464
12477    BSX     0.01456729
12652    BSX    -0.06545411
13623    BSX    -0.02536159
14099    BSX    -0.00120265
14941    BSX     0.03287677
15148    BSX     0.00051112
15549    BSX    -0.00366133
15854    BSX    -0.01376882
16203    BSX    -0.02123590
16659    BSX     0.02242531
16977    BSX    -0.02504304
18352    BSX    -0.00655167
18483    BSX     0.03307210
19005    BSX    -0.03171864
19306    BSX    -0.02555422
19819    BSX     0.01304458
20103    BSX     0.04748305
21435    BSX     0.03248900
21961    BSX     0.02068021
22182    BSX     0.01080702
22528    BSX    -0.01893928

BWA
      ticker  signal_return
157      BWA     0.00993369
386      BWA    -0.00571735
596      BWA     0.01902296
1591     BWA     0.01656541
1679     BWA    -0.00197115
2776     BWA     0.05602673
3003     BWA    -0.01412705
3230     BWA    -0.04555925
3373     BWA    -0.04160186
4254     BWA     0.02590779
4828     BWA    -0.00707994
5371     BWA    -0.02357641
5857     BWA     0.04068358
6000     BWA     0.04570785
6132     BWA     0.00171217
6315     BWA    -0.05854040
8605     BWA    -0.00130421
8824     BWA     0.00824091
10566    BWA     0.06130659
10699    BWA     0.02817088
10994    BWA     0.02287064
11599    BWA    -0.00496279
11976    BWA    -0.02632061
13476    BWA     0.13766920
13749    BWA     0.09585748
15520    BWA    -0.10945940
15832    BWA     0.00395077
16436    BWA     0.00690906
17698    BWA    -0.02103545
19307    BWA     0.12250833
20443    BWA     0.00494293
20923    BWA    -0.05784124
21156    BWA     0.01143761
22183    BWA    -0.04448250

BXP
      ticker  signal_return
2151     BXP     0.01612558
2428     BXP     0.00452678
2641     BXP     0.01617188
2797     BXP     0.00698239
3004     BXP    -0.00600443
3338     BXP     0.01765515
3631     BXP     0.00601977
3922     BXP     0.00092348
4285     BXP    -0.04786808
5508     BXP    -0.00853164
5858     BXP    -0.01642977
6076     BXP    -0.02591651
6752     BXP     0.03241737
7453     BXP     0.01262061
7727     BXP     0.00883483
7974     BXP     0.04350921
8178     BXP     0.01910616
8343     BXP    -0.02826795
9626     BXP     0.00614080
10054    BXP     0.01322229
10445    BXP     0.00625284
11701    BXP    -0.00930404
12304    BXP    -0.02579314
12529    BXP    -0.01327807
13169    BXP    -0.00926290
13307    BXP    -0.02007381
13675    BXP     0.02291705
14156    BXP     0.00767741
15196    BXP     0.01490386
15728    BXP    -0.01109940
16714    BXP     0.01855754
16895    BXP     0.00394507
17049    BXP     0.02284390
17333    BXP    -0.00734911
18120    BXP     0.03082872
18520    BXP     0.07220064
18725    BXP    -0.06974651
19742    BXP    -0.03268822
20308    BXP     0.02975474
20543    BXP    -0.02628186
21475    BXP     0.02030688
21648    BXP     0.01741592
21816    BXP    -0.00413976

C
      ticker  signal_return
1400       C    -0.02200810
1969       C    -0.00167395
2374       C     0.05172267
3522       C    -0.04620154
4400       C    -0.03991478
5002       C     0.00720003
5575       C     0.00624636
5944       C    -0.03219365
7266       C    -0.00073556
7478       C    -0.01349400
7988       C     0.01350299
8139       C    -0.01054563
9891       C    -0.00834851
10055      C     0.02467946
10815      C     0.02161151
11702      C    -0.06050776
12670      C    -0.04953324
13407      C     0.10354431
13750      C     0.07123225
14157      C    -0.02816353
15295      C     0.03538259
15483      C    -0.01372979
16437      C    -0.04535760
17402      C     0.00580335
17594      C     0.00063458
18170      C     0.00102722
18521      C    -0.02983479
18846      C     0.05725533
19154      C     0.00515603
19308      C     0.04906452
19682      C    -0.00658005
19743      C    -0.02389502
20667      C    -0.00701185
21840      C    -0.01256055
22342      C     0.01398185

CA
      ticker  signal_return
417       CA    -0.02298163
821       CA     0.01029712
1345      CA    -0.00787883
1824      CA    -0.00781254
2045      CA     0.00589103
2495      CA    -0.02782348
3523      CA    -0.03901145
4237      CA    -0.01994817
6110      CA     0.00762669
6252      CA     0.04111733
6959      CA     0.00437049
7144      CA     0.02793019
7479      CA    -0.04132685
8534      CA     0.01855915
8690      CA     0.00367647
8825      CA    -0.03691591
10026     CA     0.02250305
10502     CA    -0.03415378
11039     CA    -0.00589563
11523     CA     0.03249208
13034     CA    -0.06591878
13272     CA    -0.02147641
14339     CA    -0.02121649
14628     CA     0.00652744
14873     CA    -0.01197619
15807     CA    -0.00925489
15987     CA     0.03159135
16181     CA    -0.01369259
16370     CA    -0.02243901
16774     CA     0.01177523
17080     CA     0.00951427
17907     CA    -0.02105993
18621     CA     0.00195376
19770     CA    -0.00060478
21879     CA    -0.02079762
22585     CA    -0.02517457

CAG
      ticker  signal_return
2496     CAG    -0.01133615
2685     CAG     0.00482593
2838     CAG     0.01055976
4003     CAG    -0.00159008
4087     CAG     0.02222662
4255     CAG    -0.00433437
4485     CAG    -0.12870708
4580     CAG     0.01405336
5723     CAG     0.00123305
5945     CAG    -0.01899650
6877     CAG     0.00231951
7117     CAG     0.01420478
7364     CAG     0.01278755
7580     CAG    -0.01031217
8691     CAG    -0.02775116
9291     CAG     0.00079292
9858     CAG     0.00930961
10307    CAG     0.11414087
10584    CAG    -0.00179533
11977    CAG    -0.01661251
13273    CAG    -0.00614804
14499    CAG     0.00716849
14629    CAG    -0.01377432
14942    CAG     0.01452053
15161    CAG    -0.01883542
16204    CAG    -0.00233571
16371    CAG    -0.00208943
16694    CAG    -0.00580313
17743    CAG     0.02755991
17908    CAG    -0.00691247
18099    CAG    -0.00316089
18366    CAG    -0.01122440
18821    CAG    -0.05274328
19536    CAG    -0.00078074
19675    CAG     0.00659566
20573    CAG    -0.00024298
21476    CAG     0.03256768
21735    CAG    -0.00748067
22617    CAG     0.02760870

CAH
      ticker  signal_return
79       CAH     0.01128893
387      CAH     0.01511271
544      CAH    -0.01323082
946      CAH     0.03616062
1078     CAH     0.03996127
1308     CAH    -0.01154303
1592     CAH    -0.01276613
1986     CAH     0.00957650
2686     CAH     0.01964476
3005     CAH    -0.01369134
3819     CAH     0.01891236
5153     CAH    -0.01082742
5694     CAH     0.01958217
5977     CAH    -0.00540293
6695     CAH     0.00216574
6895     CAH     0.00113129
7063     CAH    -0.00637622
7326     CAH     0.00891718
8042     CAH    -0.04486576
8344     CAH    -0.02303617
8781     CAH     0.01598953
9164     CAH    -0.01279382
9491     CAH    -0.02882683
9627     CAH    -0.00767735
10662    CAH    -0.03765151
11040    CAH    -0.04200249
11703    CAH    -0.04081187
12558    CAH     0.01748980
12798    CAH    -0.01845365
12957    CAH    -0.00405726
13274    CAH     0.00001753
13624    CAH    -0.02872439
15375    CAH     0.01150039
15605    CAH    -0.00050936
16438    CAH    -0.04566099
16845    CAH     0.01275915
17103    CAH     0.01518776
17877    CAH    -0.02090668
18622    CAH     0.03512836
20209    CAH     0.01430055
20388    CAH     0.01615823
20574    CAH     0.00860664
21293    CAH     0.00041451

CAT
      ticker  signal_return
726      CAT    -0.05889487
1801     CAT     0.00940428
2152     CAT    -0.03695880
2429     CAT     0.00673691
2642     CAT     0.01755348
3282     CAT     0.01229854
3392     CAT     0.00350161
3653     CAT     0.01540774
4401     CAT    -0.01800011
4846     CAT    -0.01013400
5003     CAT    -0.02115004
5329     CAT    -0.02708703
6158     CAT     0.00988374
6316     CAT    -0.00469484
7228     CAT    -0.07255554
7694     CAT    -0.04551212
7975     CAT     0.00160994
8363     CAT    -0.04971409
9763     CAT    -0.00542190
10608    CAT    -0.00587567
10936    CAT     0.03094015
11704    CAT    -0.04851548
11993    CAT     0.07143786
13477    CAT     0.02646537
14500    CAT    -0.00545037
14772    CAT    -0.00806936
15240    CAT     0.00767927
15900    CAT    -0.03745756
16846    CAT     0.00884831
17104    CAT    -0.01841628
17455    CAT    -0.01503967
18032    CAT     0.03216004
18847    CAT     0.02330097
19191    CAT     0.00062364
19983    CAT    -0.03146280
20831    CAT    -0.01584922
21436    CAT    -0.02826391
22495    CAT    -0.03297262

CB
      ticker  signal_return
211       CB    -0.00178450
545       CB     0.00562385
1102      CB    -0.00091391
1309      CB     0.01223646
2297      CB    -0.01014164
3584      CB     0.00737140
3781      CB    -0.00694480
3885      CB    -0.00456601
4256      CB     0.00038388
4581      CB    -0.01839835
5282      CB     0.00119947
5946      CB    -0.01775611
6696      CB     0.00580732
6917      CB     0.00244043
7180      CB     0.01510962
7365      CB     0.01501703
7581      CB    -0.04639046
9462      CB     0.00229600
10088     CB    -0.00169972
12329     CB     0.03129271
12864     CB    -0.01409270
13035     CB    -0.03970359
13287     CB    -0.03287384
13571     CB     0.00528860
14630     CB     0.02079115
15755     CB    -0.00930689
15952     CB     0.00212276
16372     CB     0.02145856
18218     CB    -0.02703527
19403     CB     0.02407558
20309     CB     0.02158728
20513     CB     0.01884006
22001     CB     0.01818233
22184     CB     0.00075912
22376     CB     0.00693553

CBG
      ticker  signal_return
1509     CBG     0.00807759
1680     CBG     0.01961224
2399     CBG    -0.00671394
2859     CBG     0.01841540
3696     CBG    -0.08873535
3820     CBG    -0.02373584
4051     CBG     0.01521585
4208     CBG     0.00858942
4609     CBG     0.03014666
4746     CBG    -0.00187441
4915     CBG     0.01192492
5036     CBG     0.01558785
5859     CBG    -0.01092545
6159     CBG    -0.01090672
6379     CBG    -0.01916101
6878     CBG    -0.01559607
7051     CBG     0.01520248
7229     CBG    -0.00538923
7728     CBG     0.01788853
9124     CBG    -0.00897622
9270     CBG    -0.00725956
11600    CBG     0.07089699
11848    CBG    -0.03625298
12513    CBG    -0.04287702
13408    CBG     0.12338209
13856    CBG     0.00968617
14044    CBG     0.11987728
15241    CBG     0.01742605
16439    CBG     0.05185234
18234    CBG     0.02788803
18623    CBG    -0.01756441
19155    CBG    -0.02247286
19368    CBG     0.08493419
20281    CBG     0.04822978
20668    CBG     0.00386421
21692    CBG    -0.05794261

CBOE
      ticker  signal_return
727     CBOE    -0.00718709
1289    CBOE    -0.00097854
2666    CBOE     0.03825110
3060    CBOE    -0.01071219
3165    CBOE    -0.04471580
4016    CBOE    -0.00609634
4257    CBOE    -0.00521323
5509    CBOE     0.02481043
5634    CBOE    -0.01118208
5821    CBOE     0.01787064
5947    CBOE    -0.04189765
6673    CBOE     0.02403962
6879    CBOE     0.02222677
7637    CBOE    -0.00619295
7729    CBOE    -0.00435256
7989    CBOE    -0.01049998
8873    CBOE     0.00233489
9215    CBOE     0.00685235
9292    CBOE    -0.02136947
10261   CBOE    -0.01824171
10609   CBOE     0.00000000
11248   CBOE     0.00443319
11895   CBOE     0.02285551
11934   CBOE    -0.00468385
12105   CBOE    -0.03011501
12478   CBOE    -0.01316771
12720   CBOE     0.00767813
12799   CBOE     0.00600435
12925   CBOE    -0.03802393
13384   CBOE    -0.00883565
14100   CBOE    -0.02796476
16660   CBOE     0.01519469
16811   CBOE     0.00249615
17141   CBOE    -0.00072659
17850   CBOE    -0.00028814
17993   CBOE    -0.08069489
18053   CBOE    -0.03448358
18353   CBOE     0.00387868
18576   CBOE    -0.01326428
19369   CBOE     0.06214181
19984   CBOE     0.00639388
20389   CBOE     0.00124673
21338   CBOE    -0.00725517
21736   CBOE    -0.01255048
22310   CBOE     0.01252252

CBS
      ticker  signal_return
110      CBS    -0.00035759
546      CBS     0.02841684
1802     CBS     0.03074715
2497     CBS    -0.07325772
2747     CBS     0.02219422
3734     CBS    -0.02031144
4829     CBS    -0.03965627
5978     CBS     0.02444224
6133     CBS     0.02536574
6380     CBS    -0.04773055
7930     CBS    -0.05948488
8280     CBS    -0.01796402
8606     CBS     0.02950670
8890     CBS    -0.01780947
10262    CBS    -0.00343407
10412    CBS     0.01490711
10610    CBS    -0.01177230
10995    CBS    -0.00807440
11249    CBS     0.00497068
11524    CBS     0.01686972
12043    CBS    -0.07399714
12559    CBS     0.01389920
12842    CBS    -0.01951281
13857    CBS    -0.07271153
14501    CBS     0.00868553
14631    CBS     0.02949300
15447    CBS     0.00446868
16528    CBS    -0.07164867
16847    CBS    -0.05243851
17938    CBS    -0.04078197
18171    CBS    -0.02258970
18435    CBS    -0.01961534
19077    CBS     0.01405098
19434    CBS     0.00314763
19744    CBS    -0.04289035
20476    CBS    -0.02309294
20762    CBS    -0.00959435
21121    CBS    -0.00665608
21624    CBS     0.01476334
21880    CBS    -0.02016627

CCI
      ticker  signal_return
547      CCI    -0.00364201
2498     CCI    -0.04854154
2839     CCI    -0.01093915
3735     CCI    -0.06385866
3866     CCI     0.00688627
5428     CCI     0.01321464
5576     CCI    -0.00312989
6218     CCI    -0.02342202
6579     CCI     0.02337255
7667     CCI    -0.02979441
8281     CCI     0.01755757
9691     CCI    -0.01616369
10503    CCI    -0.01468165
11370    CCI     0.00563448
11705    CCI    -0.04237715
11978    CCI    -0.01232901
12360    CCI    -0.01298870
12560    CCI    -0.04438960
13275    CCI    -0.00978425
13751    CCI    -0.02582640
14470    CCI    -0.03674894
15170    CCI    -0.00878349
15729    CCI     0.00978764
15953    CCI    -0.00538197
16103    CCI     0.01466129
16284    CCI     0.01353086
16373    CCI     0.05418773
16715    CCI    -0.02377893
17855    CCI    -0.00636636
18172    CCI    -0.02648207
18696    CCI     0.02499698
18921    CCI    -0.02630948
20310    CCI    -0.00244146
20575    CCI    -0.00911366
21048    CCI     0.01726938
21212    CCI     0.00727881
21881    CCI     0.03061105
22049    CCI     0.01745716

CCL
      ticker  signal_return
266      CCL     0.05841947
418      CCL    -0.00753772
1640     CCL     0.07091042
1858     CCL    -0.01668391
2076     CCL     0.00266312
3313     CCL    -0.03008936
3524     CCL    -0.00538649
4902     CCL     0.01356505
5037     CCL    -0.03167068
5739     CCL     0.00484880
5880     CCL     0.02332394
6461     CCL    -0.05846937
7297     CCL     0.01805653
7545     CCL    -0.03814554
7873     CCL     0.00066203
8043     CCL    -0.03288266
9253     CCL     0.02053375
10342    CCL     0.03376527
10736    CCL     0.00615505
11156    CCL    -0.02200810
12412    CCL     0.00928857
13254    CCL     0.01408861
13815    CCL    -0.01516866
14045    CCL     0.04793649
15029    CCL    -0.00728252
16125    CCL     0.00917731
16440    CCL     0.01745708
18033    CCL    -0.00020502
18822    CCL     0.02282071
19078    CCL     0.02692121
19245    CCL    -0.01209845
19771    CCL    -0.00130415
19985    CCL    -0.00646903
20982    CCL     0.01651793
21095    CCL    -0.01051748
21477    CCL     0.03393458
22097    CCL     0.02647717

CELG
      ticker  signal_return
293     CELG     0.01705826
548     CELG     0.01049235
1346    CELG    -0.00134787
1534    CELG    -0.00923557
3257    CELG     0.03602914
3432    CELG     0.00350008
4258    CELG     0.01431588
4582    CELG     0.02888228
4778    CELG    -0.01113521
5510    CELG     0.02263103
5635    CELG    -0.00750286
6651    CELG     0.06310572
7267    CELG     0.03731974
7582    CELG    -0.05486663
8111    CELG     0.01849764
8322    CELG    -0.03892695
9165    CELG    -0.07949811
9628    CELG    -0.03590152
10769   CELG     0.10345394
10937   CELG    -0.04527400
13625   CELG     0.00038831
13955   CELG    -0.04741272
15448   CELG    -0.01734386
16337   CELG    -0.00432678
17168   CELG     0.04404527
18278   CELG     0.01566715
18484   CELG    -0.06407109
18848   CELG    -0.00316984
20635   CELG    -0.01164556
20832   CELG     0.01183728
21882   CELG    -0.00553546
22586   CELG     0.01048463

CERN
      ticker  signal_return
294     CERN     0.03914029
503     CERN     0.03719074
728     CERN    -0.03533071
2607    CERN    -0.08533422
2748    CERN     0.04615189
2880    CERN    -0.02842254
3697    CERN    -0.03746350
5128    CERN     0.01524852
5671    CERN     0.03777887
6674    CERN     0.03567790
7079    CERN    -0.01845533
8282    CERN     0.00163630
8607    CERN     0.03164353
8782    CERN    -0.00962471
9150    CERN    -0.02039072
9356    CERN    -0.04346437
9746    CERN     0.01004737
10114   CERN    -0.02401488
11325   CERN    -0.02082267
11601   CERN    -0.02258806
12479   CERN    -0.09053429
12750   CERN    -0.00346021
14311   CERN     0.01950349
16695   CERN     0.01999899
16978   CERN    -0.00145173
17252   CERN     0.00960680
18436   CERN     0.00102687
18697   CERN     0.04522175
18922   CERN    -0.00262494
19309   CERN    -0.00208203
20067   CERN     0.01199864
20354   CERN     0.01492022
20983   CERN     0.02028396
21075   CERN    -0.00490321
21539   CERN     0.00215983
22185   CERN     0.02091909

CF
      ticker  signal_return
158       CF     0.03330395
862       CF    -0.00334870
1510      CF    -0.03857133
2046      CF     0.03464436
2959      CF     0.03981072
5038      CF     0.00796691
5511      CF     0.00380686
6026      CF     0.03591410
6253      CF    -0.11263293
7990      CF     0.05693041
8239      CF     0.00951576
8783      CF    -0.00419839
9271      CF    -0.00446688
9930      CF    -0.00382325
10852     CF    -0.12453459
11041     CF     0.00118534
11349     CF    -0.10764559
11706     CF    -0.02613143
11951     CF     0.11516778
12044     CF    -0.10708395
13056     CF     0.07636931
13385     CF     0.18697166
13816     CF     0.02544496
15808     CF    -0.03145691
16441     CF     0.04875084
17266     CF    -0.05138662
18923     CF    -0.00147547
19106     CF    -0.02694826
19494     CF    -0.05830184
19689     CF     0.03354677
19772     CF     0.04322757
19920     CF     0.00396377
20833     CF     0.02170628
21273     CF     0.04080685
21625     CF    -0.07946962

CFG
      ticker  signal_return
7546     CFG    -0.02781877
8179     CFG    -0.03214333
9582     CFG    -0.00539977
9818     CFG     0.01350358
10030    CFG     0.03220832
11525    CFG     0.03413301
12671    CFG    -0.00780340
12800    CFG     0.00228746
12926    CFG     0.02728631
13676    CFG     0.08489944
13900    CFG    -0.02236591
14158    CFG    -0.00829880
15242    CFG     0.03307525
15449    CFG    -0.01240127
16442    CFG     0.01515181
17568    CFG     0.02295183
18173    CFG    -0.01259363
18437    CFG     0.01452625
18793    CFG     0.12139220
19079    CFG     0.02274596
19265    CFG     0.04521698
19495    CFG    -0.00394700
19644    CFG    -0.00221976
19986    CFG    -0.02397273
20355    CFG    -0.00819568
20669    CFG    -0.04494558

CHD
      ticker  signal_return
653      CHD     0.02546106
893      CHD     0.00568140
1140     CHD    -0.01101097
1535     CHD    -0.01733668
2400     CHD     0.00931414
2881     CHD     0.01003254
3006     CHD    -0.00379452
4402     CHD    -0.00530049
4583     CHD    -0.01416434
5095     CHD     0.00888359
5247     CHD    -0.01470058
5893     CHD    -0.00328924
6697     CHD     0.00263834
6896     CHD     0.01155039
7181     CHD    -0.00173368
7366     CHD     0.00169326
7583     CHD    -0.01969158
7730     CHD     0.02270531
8207     CHD     0.00496700
8486     CHD    -0.00011636
8651     CHD     0.02200995
9583     CHD     0.01009802
10816    CHD    -0.01207588
11095    CHD     0.03606557
11442    CHD    -0.06094299
12672    CHD    -0.00778498
13677    CHD    -0.00709492
14224    CHD     0.01763298
14369    CHD     0.00065970
15084    CHD     0.00436612
15686    CHD     0.02520019
17766    CHD     0.01252803
18121    CHD    -0.01566388
18726    CHD     0.01668419
19937    CHD    -0.01905654
20210    CHD     0.02630632
20390    CHD     0.02074418
20670    CHD    -0.01443779
21589    CHD    -0.02946137
22050    CHD     0.02640608
22272    CHD     0.00530706
22464    CHD    -0.01334732

CHK
      ticker  signal_return
12       CHK     0.01513223
549      CHK    -0.00875598
985      CHK    -0.11566150
1067     CHK    -0.02142244
2624     CHK    -0.02188094
3585     CHK     0.06103110
3886     CHK    -0.01291656
4460     CHK     0.00751515
4610     CHK    -0.01598990
6001     CHK     0.02794760
6160     CHK     0.08365302
6317     CHK    -0.08520597
8874     CHK     0.09489060
8990     CHK     0.01985881
10089    CHK     0.04229291
10244    CHK     0.03827422
10446    CHK     0.03108111
10611    CHK    -0.04503575
10909    CHK     0.03171398
11212    CHK    -0.02591138
11707    CHK    -0.16682131
12751    CHK     0.15732025
12865    CHK    -0.03671910
13015    CHK     0.06577131
13136    CHK    -0.01488861
13817    CHK    -0.03509132
14159    CHK     0.09237332
15197    CHK     0.01150382
15550    CHK    -0.23405723
17050    CHK     0.00555043
17435    CHK     0.08898349
17699    CHK     0.08185103
18646    CHK     0.01094901
19377    CHK    -0.01753248
20544    CHK     0.07023588
20806    CHK    -0.09825028
22273    CHK    -0.03417418
22587    CHK    -0.07252644

CHRW
      ticker  signal_return
159     CHRW    -0.01352142
1630    CHRW    -0.00247919
2608    CHRW    -0.01178134
2960    CHRW    -0.01461403
3189    CHRW    -0.00274349
3616    CHRW    -0.00814020
3795    CHRW    -0.01161215
4286    CHRW     0.02257580
4486    CHRW     0.02138357
5004    CHRW     0.01386055
5154    CHRW     0.01403218
6462    CHRW    -0.08378818
6580    CHRW     0.03852918
6716    CHRW    -0.03116917
7801    CHRW     0.00104781
9553    CHRW     0.02682862
9966    CHRW     0.02071199
11077   CHRW     0.05382269
12206   CHRW     0.00055765
13000   CHRW     0.04882949
14160   CHRW     0.02401878
14528   CHRW    -0.00068818
14773   CHRW    -0.00121976
15376   CHRW     0.00636016
17142   CHRW    -0.00641682
18924   CHRW     0.01648426
19246   CHRW     0.00770563
19435   CHRW    -0.00130429
20068   CHRW    -0.02651497
20391   CHRW     0.02008457
20576   CHRW     0.00104692
21478   CHRW     0.00041212
21713   CHRW     0.02824285
21883   CHRW    -0.00792839
22098   CHRW    -0.00996922

CHTR
      ticker  signal_return
550     CHTR    -0.02765758
2882    CHTR    -0.01692984
3448    CHTR    -0.00394379
3736    CHTR    -0.01177921
4120    CHTR     0.02971301
4352    CHTR    -0.00444325
4611    CHTR     0.02836280
4747    CHTR     0.00151420
4962    CHTR    -0.00428528
6161    CHTR    -0.03920256
6463    CHTR    -0.02411072
7268    CHTR     0.02820808
8507    CHTR     0.01556994
8652    CHTR    -0.01133565
8826    CHTR     0.01918798
9035    CHTR    -0.02767182
9781    CHTR    -0.02395791
9943    CHTR    -0.02155353
10056   CHTR    -0.00669327
10413   CHTR    -0.02987915
10883   CHTR    -0.03048505
11213   CHTR    -0.05456923
13137   CHTR    -0.02953492
13678   CHTR    -0.00865344
14594   CHTR     0.06037549
14774   CHTR    -0.01342168
15521   CHTR     0.01230086
15880   CHTR    -0.00799104
16754   CHTR     0.01789153
17051   CHTR    -0.03596156
17334   CHTR     0.00538118
17661   CHTR    -0.01763847
18522   CHTR    -0.01702763
19436   CHTR     0.01400872
19773   CHTR     0.00343805
19864   CHTR     0.00719299
19987   CHTR     0.05192955
21391   CHTR     0.01104467
21884   CHTR    -0.04962476

CI
      ticker  signal_return
13        CI    -0.01284029
654       CI     0.01410840
1290      CI     0.02531198
2047      CI    -0.01375322
2643      CI    -0.00309318
3887      CI     0.03476409
4074      CI     0.01026337
4209      CI    -0.00676690
4449      CI    -0.00966828
4612      CI     0.00065295
4847      CI    -0.00320822
5056      CI    -0.00583092
6516      CI    -0.05544042
6775      CI     0.04273982
7080      CI    -0.00487996
7547      CI    -0.02887238
8044      CI    -0.02102027
8255      CI    -0.01306969
8567      CI     0.02011299
8728      CI     0.04542795
8891      CI    -0.00384474
9070      CI     0.02691241
9207      CI    -0.00100382
9313      CI     0.00748275
9944      CI     0.05721566
10263     CI     0.05804876
10447     CI    -0.05124059
13276     CI    -0.00361541
14161     CI    -0.07118850
15809     CI    -0.00777851
15954     CI    -0.02304779
16529     CI    -0.03745816
17029     CI    -0.03134418
18309     CI    -0.01295281
18668     CI    -0.10417909
18849     CI     0.01527305
19080     CI    -0.00954541
19841     CI     0.00069099
19988     CI    -0.00627935
20671     CI     0.00052549
21339     CI     0.00532753
21693     CI     0.01104641
22311     CI    -0.00219852
22529     CI    -0.01181628

CINF
      ticker  signal_return
551     CINF     0.01345537
894     CINF    -0.01914316
1176    CINF     0.01984501
1347    CINF    -0.00497323
2326    CINF     0.00740287
2593    CINF     0.01987882
3586    CINF     0.01827091
5216    CINF     0.02519886
6675    CINF     0.03487905
6897    CINF     0.00538768
7584    CINF    -0.03446938
7838    CINF     0.00861827
9036    CINF     0.01674797
9166    CINF    -0.03124964
9584    CINF     0.00432221
10152   CINF    -0.01386985
10585   CINF     0.00815093
10718   CINF    -0.00186532
11128   CINF    -0.00036193
11371   CINF     0.00337328
12219   CINF     0.01210010
12330   CINF     0.02598881
12480   CINF    -0.00544331
12889   CINF     0.00778088
13478   CINF    -0.00660658
13752   CINF     0.01757000
14225   CINF     0.01956567
14345   CINF     0.00095072
14471   CINF    -0.00421053
14632   CINF    -0.00182260
14943   CINF    -0.01717834
15243   CINF    -0.00637719
15551   CINF    -0.00271903
15730   CINF     0.00991206
15955   CINF     0.00650903
16182   CINF    -0.01537055
16338   CINF     0.01466467
16635   CINF     0.02827378
16775   CINF     0.00342873
17595   CINF     0.00580011
18412   CINF     0.04472604
18698   CINF    -0.02177290
19223   CINF     0.00260485
19437   CINF    -0.01121363
21737   CINF    -0.00491615
21885   CINF    -0.01459669
22465   CINF    -0.02662299

CL
      ticker  signal_return
504       CL     0.01719286
729       CL     0.03817788
1348      CL    -0.01490069
2327      CL     0.01876774
3554      CL    -0.00219850
3737      CL    -0.01424779
4182      CL    -0.00557105
4435      CL    -0.01171488
4584      CL    -0.02228302
4903      CL     0.00229951
5283      CL    -0.01642587
6698      CL     0.01947335
6898      CL     0.00615296
7367      CL    -0.00316638
7874      CL    -0.02582353
8345      CL    -0.03992251
8944      CL    -0.04186625
10090     CL    -0.00951166
11096     CL     0.00217376
11708     CL    -0.01378669
12361     CL     0.00855884
13479     CL    -0.00821879
14775     CL     0.00071546
15377     CL    -0.03287455
15637     CL    -0.00846463
15810     CL    -0.03103408
16661     CL     0.01424236
16812     CL     0.00013424
17216     CL    -0.00909462
17767     CL    -0.01540431
18770     CL     0.03139173
19006     CL     0.00542170
19266     CL    -0.01067409
20392     CL     0.08155514
21886     CL    -0.01450554
22233     CL    -0.01753054

CLUSIA
       ticker  signal_return
14     CLUSIA     0.02056957
247    CLUSIA     0.02193612
314    CLUSIA     0.03114174
419    CLUSIA     0.02565179
597    CLUSIA     0.02488481
822    CLUSIA     0.02624181
986    CLUSIA     0.01925985
1121   CLUSIA     0.01099943
1291   CLUSIA     0.02366149
1468   CLUSIA     0.02781591
1593   CLUSIA     0.03874269
1681   CLUSIA     0.01896442
1859   CLUSIA     0.03072022
1987   CLUSIA     0.02997196
2153   CLUSIA     0.02364603
2328   CLUSIA     0.02696320
2499   CLUSIA     0.02025439
2687   CLUSIA     0.03514144
2840   CLUSIA     0.02745892
2961   CLUSIA     0.02127105
3113   CLUSIA     0.03082131
3209   CLUSIA     0.03009590
3314   CLUSIA     0.02803466
3433   CLUSIA     0.02928036
3541   CLUSIA     0.03504475
3663   CLUSIA     0.03156443
3835   CLUSIA     0.02531413
3956   CLUSIA     0.04028456
4075   CLUSIA     0.03790933
4210   CLUSIA     0.03892235
...       ...            ...
18255  CLUSIA     0.04273809
18367  CLUSIA     0.05064148
18523  CLUSIA     0.05321938
18727  CLUSIA     0.03901800
18978  CLUSIA     0.04796107
19125  CLUSIA     0.05781431
19267  CLUSIA     0.05387328
19496  CLUSIA     0.04824021
19606  CLUSIA     0.04927741
19690  CLUSIA     0.05331497
19774  CLUSIA     0.04054746
19853  CLUSIA     0.04348443
19938  CLUSIA     0.04858987
20129  CLUSIA     0.03846683
20263  CLUSIA     0.05173748
20444  CLUSIA     0.05381553
20672  CLUSIA     0.04480791
20834  CLUSIA     0.04753007
20984  CLUSIA     0.05795880
21076  CLUSIA     0.05537854
21157  CLUSIA     0.05248727
21230  CLUSIA     0.05526166
21365  CLUSIA     0.05455852
21565  CLUSIA     0.05678780
21755  CLUSIA     0.05771128
21924  CLUSIA     0.04209629
22099  CLUSIA     0.05949557
22293  CLUSIA     0.04397601
22447  CLUSIA     0.04711874
22618  CLUSIA     0.05215593

[156 rows x 2 columns]

CLX
      ticker  signal_return
730      CLX     0.04300230
1141     CLX     0.00097334
1310     CLX    -0.00791110
1536     CLX    -0.02729173
2375     CLX     0.01254260
2594     CLX    -0.01181663
3587     CLX    -0.00762037
3738     CLX    -0.04763870
4403     CLX    -0.02757286
5284     CLX    -0.00425019
6002     CLX    -0.00992256
6284     CLX    -0.01551052
6899     CLX     0.00415267
7731     CLX     0.01747311
8046     CLX     0.00074523
8209     CLX    -0.00174336
8487     CLX    -0.01535309
9693     CLX    -0.01650915
10153    CLX     0.01059322
10817    CLX     0.00278714
11078    CLX     0.04686647
11250    CLX    -0.01789928
12181    CLX     0.00000000
12281    CLX     0.01084972
12561    CLX    -0.03086116
13037    CLX    -0.02245874
13170    CLX    -0.02267741
14019    CLX    -0.03685949
15450    CLX    -0.02960769
15756    CLX    -0.02600520
16374    CLX     0.03052104
16716    CLX    -0.02192784
17719    CLX     0.05532938
18174    CLX    -0.00303914
18413    CLX     0.00792247
18699    CLX     0.00485312
18925    CLX    -0.01125051
19775    CLX    -0.02986284
20171    CLX     0.01499017
20393    CLX     0.05609796
20607    CLX     0.00263505
20862    CLX    -0.00384602
22448    CLX     0.00165200

CMA
      ticker  signal_return
212      CMA     0.01038641
895      CMA     0.00779999
1033     CMA     0.01397678
1311     CMA     0.00132392
1682     CMA     0.02450320
2500     CMA    -0.04161241
3210     CMA     0.01961616
4004     CMA     0.00924440
4614     CMA    -0.01562377
4981     CMA    -0.05223739
5948     CMA    -0.03865404
6318     CMA     0.06661875
7991     CMA     0.03549556
8140     CMA    -0.03091069
9677     CMA     0.00434199
9782     CMA     0.01503482
10057    CMA     0.03943513
10854    CMA    -0.01219271
11043    CMA    -0.00769070
11527    CMA     0.02231581
12653    CMA    -0.00463321
13216    CMA    -0.03609451
13480    CMA     0.07207504
13818    CMA     0.05171783
14260    CMA    -0.10109612
15378    CMA     0.08048597
15988    CMA     0.00532766
16530    CMA    -0.05756418
17570    CMA     0.01546150
18034    CMA     0.03158483
18368    CMA     0.03436764
18577    CMA    -0.03541226
18850    CMA     0.07813045
19081    CMA     0.02591199
19268    CMA     0.06967238
19497    CMA    -0.01123892
20356    CMA    -0.00041658
20673    CMA    -0.02966608
22423    CMA    -0.00801907

CMCSA
      ticker  signal_return
505    CMCSA     0.01346894
786    CMCSA    -0.00335571
960    CMCSA    -0.00960503
1349   CMCSA    -0.00811034
1742   CMCSA     0.01969450
1884   CMCSA     0.01833862
2077   CMCSA     0.00000000
2688   CMCSA    -0.06439308
3211   CMCSA     0.00522614
3315   CMCSA    -0.04480310
3525   CMCSA    -0.03925279
3852   CMCSA    -0.03511174
4211   CMCSA     0.00739270
4710   CMCSA     0.02814703
4963   CMCSA    -0.02259672
5808   CMCSA     0.01089259
6517   CMCSA    -0.01389179
7875   CMCSA     0.00189802
8436   CMCSA    -0.06862275
8654   CMCSA    -0.02133074
8827   CMCSA     0.01349458
10361  CMCSA    -0.01221137
10586  CMCSA    -0.00386287
10737  CMCSA     0.00937214
11602  CMCSA    -0.00000000
12282  CMCSA     0.01070570
12515  CMCSA    -0.02002149
13481  CMCSA    -0.00802485
14502  CMCSA    -0.02620828
14776  CMCSA    -0.01225587
15085  CMCSA     0.00009311
15344  CMCSA    -0.02397264
16035  CMCSA    -0.00079020
16636  CMCSA     0.03984503
16776  CMCSA    -0.00343310
18438  CMCSA     0.03462312
19007  CMCSA     0.01387886
19156  CMCSA     0.00707431
19645  CMCSA    -0.00791747
19854  CMCSA     0.00671097
20040  CMCSA    -0.00544526
21479  CMCSA    -0.00646582
22100  CMCSA     0.02128254

CME
      ticker  signal_return
552      CME     0.00949848
1241     CME     0.05251803
1683     CME    -0.02591021
2376     CME    -0.00342208
3449     CME     0.00504302
5077     CME     0.02370162
5636     CME     0.00209315
5841     CME     0.06782260
6827     CME     0.02113295
7481     CME     0.03132939
7732     CME     0.00114591
8535     CME    -0.00308298
8797     CME     0.00957242
9071     CME    -0.01317860
9543     CME    -0.02181743
10173    CME     0.00238552
11603    CME    -0.03200101
13038    CME    -0.07334811
13482    CME     0.03286599
13893    CME    -0.06034478
14530    CME     0.00419332
14678    CME    -0.00613978
15957    CME     0.00061237
16777    CME     0.02919552
16961    CME    -0.00775312
17143    CME     0.00534008
17288    CME    -0.00710312
17403    CME     0.00835316
17596    CME     0.00325506
17894    CME    -0.00790082
18524    CME     0.01617444
18851    CME     0.02721556
19378    CME     0.04387638
20041    CME     0.00429753
20674    CME    -0.02503519
21514    CME    -0.03011864
22343    CME     0.03605803

CMG
      ticker  signal_return
15       CMG     0.00647282
315      CMG     0.01066115
464      CMG     0.00731482
655      CMG     0.03424807
987      CMG     0.00235158
1242     CMG    -0.01750241
2298     CMG     0.01902986
2454     CMG    -0.00484904
3007     CMG    -0.00095800
3231     CMG    -0.08957435
3617     CMG     0.03386107
3739     CMG    -0.07364595
4487     CMG     0.00934993
4779     CMG     0.00150733
5096     CMG     0.02187280
5248     CMG    -0.01303503
6465     CMG    -0.02088954
6595     CMG    -0.06113280
7914     CMG    -0.01541179
8047     CMG    -0.02704332
9463     CMG    -0.07952541
9492     CMG     0.01755728
9629     CMG    -0.01196661
9983     CMG     0.00263203
10282    CMG    -0.02431001
10738    CMG     0.02994236
10938    CMG     0.01721072
11129    CMG     0.00728367
12342    CMG     0.01632677
12530    CMG     0.04444182
12764    CMG     0.10052031
13255    CMG     0.01799314
13347    CMG     0.14932403
13626    CMG    -0.13276790
15552    CMG    -0.03781667
16235    CMG     0.01991269
18525    CMG    -0.00436522
21122    CMG     0.01424745
21252    CMG     0.03282322
22562    CMG     0.02768227

CMI
      ticker  signal_return
80       CMI     0.01639992
699      CMI    -0.01471589
1803     CMI     0.01652221
2329     CMI    -0.00529039
2501     CMI    -0.07264021
2777     CMI     0.03145833
3339     CMI    -0.02928567
3957     CMI    -0.02122550
4287     CMI    -0.00951714
5192     CMI     0.03671680
6027     CMI     0.01958272
6162     CMI    -0.02173670
6381     CMI    -0.02450685
7230     CMI    -0.02117238
7482     CMI    -0.04502237
8552     CMI    -0.03910383
10504    CMI    -0.00266535
10664    CMI    -0.00656449
10996    CMI    -0.04065152
11604    CMI    -0.02082548
12045    CMI    -0.04502133
12455    CMI    -0.04816187
12752    CMI    -0.01740043
12958    CMI     0.02442752
13107    CMI     0.02777635
14503    CMI     0.01509537
14712    CMI     0.01270333
15244    CMI     0.02527163
16531    CMI    -0.04103757
17105    CMI    -0.00830973
17289    CMI     0.01102879
18076    CMI     0.00226042
18852    CMI     0.00014613
19192    CMI     0.01291342
19989    CMI    -0.00365879
20477    CMI    -0.03303142
20924    CMI    -0.01626371
21590    CMI    -0.01765620
22530    CMI    -0.03220092

CMS
      ticker  signal_return
2455     CMS    -0.01035500
2689     CMS     0.01562532
3175     CMS    -0.01215504
3340     CMS     0.00170619
3555     CMS    -0.01073116
3698     CMS    -0.01848476
4541     CMS     0.01077561
4727     CMS    -0.02954910
5372     CMS    -0.04102070
6518     CMS     0.01564777
6624     CMS     0.01314985
6776     CMS    -0.00418418
7454     CMS     0.01510916
7733     CMS     0.04360827
7931     CMS    -0.04234475
8256     CMS     0.00053720
8415     CMS    -0.01548623
8955     CMS    -0.01020417
10115    CMS    -0.01592042
10448    CMS    -0.04241359
11350    CMS     0.02896284
12253    CMS     0.02533850
13936    CMS     0.06174160
14101    CMS    -0.01745333
14395    CMS    -0.02242246
14582    CMS     0.00463698
14713    CMS     0.00482045
14944    CMS    -0.01095249
16104    CMS     0.01137827
16263    CMS    -0.00296973
16532    CMS     0.02505075
17625    CMS    -0.02481517
17768    CMS    -0.02439145
18122    CMS     0.00868815
18926    CMS    -0.00706538
20104    CMS     0.00574821
20514    CMS     0.00841967
20925    CMS     0.00421333
21817    CMS     0.01648985
22002    CMS     0.01573162
22234    CMS    -0.01709443
22466    CMS    -0.00961345

CNC
      ticker  signal_return
98       CNC    -0.03822121
267      CNC     0.00323750
388      CNC     0.00684153
961      CNC    -0.01400856
1620     CNC    -0.03637423
2883     CNC    -0.01046798
3232     CNC    -0.06004963
3618     CNC    -0.17794019
3888     CNC     0.01806799
4121     CNC    -0.02226716
4505     CNC    -0.03048364
4780     CNC    -0.01643944
6054     CNC    -0.02185879
6717     CNC     0.03752723
7052     CNC     0.03469989
7483     CNC    -0.04608925
7668     CNC     0.03363343
8257     CNC     0.00292158
8488     CNC     0.03407819
8692     CNC     0.02049876
8932     CNC     0.02958374
9038     CNC     0.08419496
9506     CNC    -0.15716505
10010    CNC    -0.02622352
10264    CNC     0.03251599
10449    CNC    -0.09036416
11528    CNC     0.05132492
12046    CNC    -0.05216644
13217    CNC     0.02002972
13308    CNC    -0.01160438
14163    CNC    -0.02627137
15523    CNC    -0.06295082
16183    CNC    -0.01789592
16323    CNC    -0.02176062
16637    CNC    -0.02377314
16813    CNC     0.00709766
17030    CNC    -0.04253579
18100    CNC     0.00363953
18310    CNC    -0.02211113
18853    CNC    -0.02845350
19990    CNC    -0.00435189
20211    CNC     0.05700086
20394    CNC    -0.01225109
20675    CNC    -0.03056456
21437    CNC     0.04707064
22312    CNC     0.00948847
22588    CNC     0.01535824

CNP
      ticker  signal_return
598      CNP    -0.00243408
1034     CNP     0.00547401
1631     CNP    -0.02482165
2778     CNP     0.01362813
3699     CNP    -0.02319534
4728     CNP    -0.02313625
5373     CNP    -0.03779535
6466     CNP    -0.01627445
6918     CNP    -0.01291632
8855     CNP     0.00285851
9019     CNP    -0.04257998
9783     CNP    -0.02971194
10058    CNP     0.01179198
10884    CNP     0.00374032
11394    CNP     0.00912323
11809    CNP     0.00447428
12674    CNP     0.01470997
13001    CNP     0.01151179
13095    CNP    -0.10014246
14020    CNP    -0.01025650
14396    CNP    -0.01898791
14531    CNP     0.03973367
14714    CNP     0.01491488
14945    CNP    -0.03544432
15553    CNP     0.01159837
15757    CNP     0.00704386
16005    CNP     0.02474718
16126    CNP    -0.00434406
16339    CNP     0.00509339
16638    CNP    -0.02020271
17031    CNP    -0.01957988
18235    CNP    -0.02123414
19235    CNP    -0.00789205
19537    CNP    -0.00574714
19786    CNP     0.00236314
19865    CNP     0.00508708
19991    CNP    -0.00077101
20172    CNP     0.00719836
20311    CNP     0.00796410
20545    CNP     0.03406299
20787    CNP    -0.01801851
20926    CNP    -0.00750406
21274    CNP     0.00282886
21515    CNP    -0.02331437
22138    CNP    -0.01018804

COF
      ticker  signal_return
389      COF     0.02235908
506      COF    -0.01157856
1684     COF     0.03254824
1909     COF     0.01605628
3341     COF    -0.02108650
3958     COF    -0.02119302
4145     COF     0.00798838
4288     COF     0.01381048
4615     COF    -0.00504687
4848     COF    -0.01172235
6572     COF    -0.03648446
8141     COF     0.00719192
8384     COF    -0.01135238
9396     COF    -0.01288145
9747     COF     0.01040741
9892     COF    -0.00917438
10199    COF     0.01041378
10309    COF     0.00372104
10818    COF    -0.00209101
10997    COF    -0.03047189
11605    COF    -0.00909452
12675    COF    -0.05620521
13358    COF     0.08832305
13679    COF     0.03942186
13917    COF    -0.10278304
15296    COF     0.04460384
16264    COF     0.00279764
16443    COF    -0.01730258
17626    COF     0.02026811
17744    COF    -0.01800844
18175    COF    -0.02250369
18414    COF     0.00388454
18854    COF     0.05009992
19193    COF     0.02324464
19404    COF     0.01816283
20445    COF     0.01994998
20636    COF    -0.01114218
21008    COF    -0.00619714
21253    COF    -0.02016074
21788    COF    -0.01089758
22139    COF    -0.02541531

COG
      ticker  signal_return
420      COG    -0.03582807
1035     COG     0.00029512
1743     COG     0.01090353
2265     COG     0.01492194
2595     COG    -0.05838908
2962     COG    -0.00313793
3166     COG     0.02988866
3275     COG    -0.03698001
5040     COG     0.00992937
6028     COG    -0.03422861
6319     COG    -0.04392709
7199     COG    -0.04930888
7976     COG    -0.03148504
8385     COG     0.01638770
9280     COG     0.05066018
9397     COG    -0.00091561
9554     COG     0.01184146
9748     COG     0.00965094
10505    COG     0.03098021
10665    COG     0.00610171
10855    COG     0.09049587
11251    COG    -0.06498274
11606    COG     0.04571985
12866    COG     0.05426286
12959    COG     0.05753799
13108    COG     0.03862462
14065    COG    -0.06943159
14715    COG    -0.06622550
15172    COG    -0.01935128
15554    COG    -0.00960141
16155    COG    -0.03115268
18321    COG     0.03079913
18485    COG     0.00437212
20130    COG    -0.12773707
21158    COG     0.00162602
22235    COG    -0.05803292

COL
      ticker  signal_return
316      COL     0.01469632
421      COL    -0.03225123
1537     COL    -0.03024884
1839     COL    -0.00311126
1970     COL    -0.00702874
2190     COL     0.00025954
2841     COL     0.01823238
5180     COL     0.03074274
5374     COL    -0.03687615
6718     COL     0.02765596
7014     COL    -0.01352893
8283     COL    -0.00310899
8568     COL     0.01394332
8729     COL    -0.00524701
8991     COL     0.01828671
9125     COL    -0.02919839
9357     COL    -0.03362792
9555     COL    -0.02661365
9875     COL    -0.02239472
10567    COL     0.01110639
10910    COL     0.04815489
11709    COL    -0.01452154
12481    COL    -0.00858956
12801    COL     0.04327232
13918    COL    -0.01320762
14046    COL    -0.02292328
14874    COL    -0.00508467
15321    COL    -0.04411841
16265    COL     0.00475943
16444    COL    -0.00213523
17909    COL    -0.04535268
18462    COL    -0.06251653
18979    COL    -0.00850683
19194    COL     0.05531709
20608    COL     0.01085562
20888    COL    -0.00110837
21180    COL    -0.03298009
21366    COL    -0.00584321
22101    COL    -0.00438986

COO
      ticker  signal_return
1594     COO     0.01301466
2502     COO    -0.06237826
3008     COO     0.00489735
4616     COO    -0.00102108
4781     COO     0.01747152
4938     COO     0.00524552
5078     COO     0.04850207
5249     COO    -0.03188911
6254     COO     0.02968875
7145     COO    -0.02078460
8956     COO     0.03048584
10116    COO    -0.01190355
11529    COO     0.01372992
12182    COO    -0.02256206
13039    COO    -0.03660874
14346    COO     0.00315270
14532    COO    -0.01431848
15086    COO    -0.01528114
15958    COO     0.01594484
16067    COO    -0.01334876
16696    COO     0.02648719
17518    COO     0.01278507
18669    COO    -0.05120697
19008    COO    -0.01846135
19269    COO    -0.02343294
20131    COO     0.01729611
20264    COO     0.00005249
20446    COO     0.01534790
20676    COO    -0.03399431
21649    COO     0.01217605
21818    COO     0.03497466
22051    COO     0.08765243
22274    COO    -0.01733567

COP
      ticker  signal_return
16       COP     0.02004075
248      COP    -0.00976584
465      COP     0.03225416
823      COP    -0.01318402
2106     COP    -0.00764710
2330     COP     0.02463628
2503     COP    -0.01121158
3296     COP     0.03283685
3490     COP     0.03083096
3619     COP    -0.00496079
3836     COP     0.01453061
3959     COP     0.00025504
4076     COP     0.01290504
4353     COP     0.02733211
4488     COP     0.02838992
5005     COP     0.00939089
6078     COP     0.03783454
6320     COP     0.06521064
7669     COP    -0.12803191
10343    COP     0.00273027
10506    COP     0.02254364
10819    COP     0.05625541
10998    COP     0.03417300
11180    COP    -0.00980891
11490    COP     0.09382219
12151    COP    -0.00181521
12612    COP    -0.03735396
13218    COP    -0.02706351
13483    COP     0.06590123
13819    COP     0.02927038
15345    COP     0.02783131
15524    COP    -0.06442760
16533    COP    -0.02230936
17082    COP     0.01577991
18219    COP    -0.04879016
18624    COP    -0.05039251
19126    COP    -0.04703373
19270    COP     0.02804492
19538    COP     0.02278358
20807    COP     0.00152589
21061    COP    -0.12295984
22344    COP    -0.05246512

COST
      ticker  signal_return
962     COST     0.02609080
1350    COST    -0.01221389
2014    COST    -0.01902007
2266    COST     0.01345272
2504    COST    -0.03276640
4289    COST    -0.01981282
5217    COST    -0.00717454
5534    COST     0.00397187
5740    COST     0.00629259
6055    COST    -0.02266521
6285    COST    -0.03501919
6754    COST     0.03405314
7081    COST     0.00388546
7368    COST     0.00791958
8468    COST    -0.00364355
9168    COST    -0.01399086
9431    COST    -0.02425894
10032   COST     0.02404926
10265   COST    -0.02134030
10507   COST    -0.03483462
10939   COST    -0.00685498
11710   COST    -0.05187596
12132   COST     0.03686198
12331   COST     0.02049252
12802   COST     0.00704489
13040   COST    -0.04149668
13572   COST     0.01137202
14080   COST    -0.02594618
14946   COST     0.00469077
15834   COST     0.01260506
16756   COST     0.01959898
16962   COST    -0.00327684
17769   COST    -0.01088940
18035   COST    -0.00380775
18670   COST     0.00082233
19498   COST     0.01586436
19620   COST    -0.00866338
20143   COST     0.01924150
20282   COST     0.02219375
20478   COST     0.00135547
21626   COST    -0.00558800
22102   COST     0.02344943
22619   COST     0.00697086

COTY
      ticker  signal_return
2237    COTY     0.03675325
2401    COTY     0.00373553
3114    COTY    -0.04450912
3837    COTY    -0.04054188
4122    COTY     0.01970801
4354    COTY    -0.04234042
5601    COTY    -0.06530176
6163    COTY    -0.00304971
6988    COTY     0.04212833
7200    COTY     0.02450735
7900    COTY    -0.01167896
8509    COTY     0.03651896
8892    COTY     0.00519482
9126    COTY     0.04747794
9381    COTY     0.01521856
10200   COTY     0.17568126
10450   COTY     0.00713292
12047   COTY    -0.09233890
12730   COTY    -0.11803010
13298   COTY     0.04046909
13409   COTY     0.06849060
13753   COTY    -0.02983947
14313   COTY     0.01507394
15245   COTY     0.00501925
15638   COTY    -0.15500960
15811   COTY     0.02902164
17319   COTY     0.07016416
17745   COTY     0.01832672
17994   COTY    -0.00469184
18256   COTY    -0.02073508
18671   COTY     0.02436944
18855   COTY     0.06844776
20230   COTY    -0.01356464
21142   COTY     0.03033137
21756   COTY    -0.06684695

CPB
      ticker  signal_return
295      CPB     0.00312989
422      CPB    -0.02151684
1277     CPB     0.01103000
2860     CPB    -0.01535143
3233     CPB    -0.01103739
3450     CPB    -0.00469747
3740     CPB    -0.01078474
4290     CPB    -0.02422906
4585     CPB    -0.02939147
5285     CPB    -0.01313765
6919     CPB    -0.02253870
8048     CPB     0.01222456
8210     CPB     0.00450113
8510     CPB    -0.00418236
9946     CPB     0.00852130
11079    CPB     0.01378214
11289    CPB    -0.00456576
11412    CPB    -0.04209664
11936    CPB    -0.00388652
12911    CPB    -0.00152439
13925    CPB     0.02081539
14226    CPB     0.06250447
14397    CPB    -0.01204931
14633    CPB     0.00545470
15087    CPB    -0.00981303
15758    CPB    -0.02507095
16717    CPB    -0.00611601
17436    CPB    -0.00530769
17662    CPB     0.03504739
18123    CPB    -0.01019704
18728    CPB    -0.01093938
19157    CPB    -0.00228250
19438    CPB     0.00730240
19709    CPB    -0.00411016
19842    CPB     0.02041707
19939    CPB    -0.01704813
21009    CPB    -0.00924076
21946    CPB    -0.05544387
22635    CPB     0.02705168

CRM
      ticker  signal_return
160      CRM    -0.00038110
700      CRM    -0.02965500
2154     CRM     0.00601003
2609     CRM    -0.00243685
2749     CRM     0.00726013
2944     CRM    -0.04762805
3297     CRM    -0.05188178
3526     CRM    -0.05947798
3741     CRM    -0.08801162
4506     CRM    -0.00624568
4782     CRM    -0.08088766
5602     CRM    -0.01194396
5842     CRM    -0.05974688
6719     CRM     0.03261680
8608     CRM     0.03968521
8856     CRM    -0.06849470
9585     CRM    -0.01158730
11530    CRM    -0.03078059
12133    CRM     0.00807150
12234    CRM     0.01167631
12843    CRM    -0.00834324
13573    CRM     0.03289907
13956    CRM    -0.02272654
14102    CRM    -0.01979928
15030    CRM     0.01708075
15346    CRM    -0.00988433
15881    CRM     0.07064383
17856    CRM     0.00205522
17995    CRM    -0.01326579
18176    CRM    -0.05419029
19107    CRM    -0.06425568
20265    CRM    -0.00259500
20677    CRM    -0.00394525
21170    CRM    -0.02335475
21566    CRM     0.00230521
21775    CRM     0.00045594
22052    CRM    -0.00450229

CSCO
      ticker  signal_return
448     CSCO    -0.02176149
766     CSCO    -0.02001846
1177    CSCO    -0.00490254
1621    CSCO    -0.02693766
3167    CSCO    -0.01349640
3374    CSCO    -0.00695051
3632    CSCO    -0.01637262
4017    CSCO     0.00823728
4123    CSCO    -0.00141743
4436    CSCO    -0.02020271
4830    CSCO     0.01624763
4982    CSCO     0.01084861
6382    CSCO     0.00386349
7082    CSCO     0.04306247
7231    CSCO     0.02607087
7455    CSCO    -0.01448251
7839    CSCO     0.00494876
8609    CSCO     0.00507873
8857    CSCO    -0.02060536
10508   CSCO    -0.00109152
11607   CSCO     0.01791548
12362   CSCO     0.00447120
13484   CSCO     0.02996030
13754   CSCO     0.01923547
14595   CSCO     0.00973156
14777   CSCO    -0.00819239
15031   CSCO    -0.00709799
15989   CSCO     0.00551726
16778   CSCO     0.01895791
16979   CSCO     0.00423522
17553   CSCO     0.00922545
17678   CSCO    -0.01232827
19310   CSCO    -0.01683541
20144   CSCO     0.01021068
20312   CSCO     0.06537880
20577   CSCO    -0.00087451
21591   CSCO    -0.00997954
21925   CSCO    -0.00191022

CSRA
      ticker  signal_return
16285   CSRA    -0.05049453
16534   CSRA    -0.04545234
17083   CSRA     0.02515377
18578   CSRA    -0.04760915
18856   CSRA     0.13790298
19843   CSRA    -0.01312796
20231   CSRA    -0.00164880
20775   CSRA    -0.00522013
21159   CSRA    -0.00855011
21254   CSRA    -0.04382327
22053   CSRA    -0.01855220
22403   CSRA     0.01704612

CSX
      ticker  signal_return
161      CSX    -0.02850278
1103     CSX     0.01070714
1538     CSX    -0.00650762
1840     CSX     0.00000000
2078     CSX    -0.05883001
2331     CSX    -0.02673855
3991     CSX    -0.01123799
4077     CSX     0.00069057
4291     CSX     0.00669123
4542     CSX    -0.00520835
4849     CSX    -0.00643089
5097     CSX    -0.02683206
5894     CSX    -0.00471773
6596     CSX     0.03137399
7015     CSX     0.00300424
7201     CSX    -0.01747197
7992     CSX    -0.00178998
9507     CSX    -0.02192469
10666    CSX    -0.01900665
10965    CSX    -0.01958015
11302    CSX     0.01141335
11531    CSX     0.02463091
12867    CSX    -0.04385496
13072    CSX    -0.05071289
13410    CSX     0.08652655
14778    CSX    -0.01967525
15484    CSX    -0.00948912
16535    CSX    -0.04746654
16896    CSX     0.01442925
17895    CSX     0.01156475
18077    CSX     0.01787212
18794    CSX     0.08174533
19271    CSX     0.03619808
19499    CSX    -0.01488727
19787    CSX     0.03354612
19897    CSX     0.06569145
21694    CSX    -0.00688076
22054    CSX     0.01754640

CTAS
      ticker  signal_return
111     CTAS     0.01758070
553     CTAS     0.02059980
787     CTAS     0.00279356
1178    CTAS     0.00953611
1351    CTAS     0.00054323
1767    CTAS     0.00303082
2861    CTAS    -0.01635092
4404    CTAS    -0.00915122
4617    CTAS    -0.01699223
5006    CTAS    -0.00746853
5441    CTAS     0.01268839
5695    CTAS    -0.00421117
6134    CTAS    -0.02684821
6720    CTAS    -0.00544580
7298    CTAS     0.00095766
7734    CTAS     0.06910921
8610    CTAS     0.00315764
8784    CTAS     0.02177119
9072    CTAS    -0.01820381
9630    CTAS    -0.01452810
10362   CTAS    -0.03830726
11326   CTAS     0.00901516
11711   CTAS    -0.04156255
12207   CTAS     0.02994137
13359   CTAS     0.03433517
13755   CTAS     0.02628557
14842   CTAS    -0.02054331
15731   CTAS     0.00305677
15959   CTAS     0.00762312
16205   CTAS    -0.01009897
16375   CTAS     0.02517933
16697   CTAS    -0.00862993
16980   CTAS     0.01033481
17437   CTAS     0.01353748
17663   CTAS    -0.03360862
18579   CTAS     0.01280573
19379   CTAS     0.01954514
20985   CTAS     0.00208000
22496   CTAS    -0.00800435

CTL
      ticker  signal_return
317      CTL    -0.00095557
896      CTL    -0.01279970
1480     CTL    -0.03947455
2238     CTL     0.03061464
2402     CTL     0.01125583
3283     CTL     0.03600943
3393     CTL     0.01851352
3588     CTL    -0.00317140
3796     CTL    -0.00747560
3923     CTL     0.02597549
4033     CTL    -0.02385483
5155     CTL     0.04056718
8416     CTL    -0.02449747
8785     CTL    -0.02693403
8957     CTL     0.02863884
9244     CTL    -0.03684930
9967     CTL     0.00311642
10117    CTL    -0.01173940
10451    CTL     0.01041501
10940    CTL     0.03592365
11712    CTL    -0.04461988
12440    CTL     0.00317293
12613    CTL     0.00385357
13574    CTL     0.02877896
13858    CTL    -0.10207274
14261    CTL     0.08563630
14444    CTL     0.02964118
14716    CTL    -0.03640218
15379    CTL    -0.04023621
15687    CTL    -0.00917761
15869    CTL     0.00914919
16913    CTL    -0.02131175
17896    CTL    -0.02308218
18580    CTL    -0.29849299
18672    CTL     0.03297673
20042    CTL    -0.03117945
20776    CTL    -0.01546423
21438    CTL     0.00077101
22186    CTL     0.00424302
22377    CTL    -0.01504948

CTSH
      ticker  signal_return
17      CTSH     0.04567272
390     CTSH     0.04606456
897     CTSH     0.00245865
1142    CTSH     0.00139943
1539    CTSH    -0.02804021
1744    CTSH     0.02171671
1885    CTSH    -0.00973854
2862    CTSH     0.01286347
3009    CTSH    -0.00619138
3889    CTSH    -0.03284471
4889    CTSH    -0.01035660
5181    CTSH    -0.03645459
5375    CTSH    -0.02866690
6721    CTSH     0.03270046
6920    CTSH     0.01590340
8284    CTSH    -0.01253823
8489    CTSH     0.01729940
8611    CTSH     0.04492769
9127    CTSH    -0.04153095
9631    CTSH    -0.04623268
10033   CTSH    -0.02923416
11252   CTSH     0.00192864
12363   CTSH     0.00655454
13109   CTSH    -0.00955965
13360   CTSH     0.03518963
14164   CTSH    -0.01760544
16536   CTSH    -0.01644656
17770   CTSH     0.03519479
18078   CTSH    -0.05385760
19236   CTSH    -0.03921369
20479   CTSH     0.01102734
20678   CTSH    -0.04689155
21695   CTSH     0.01833763
21841   CTSH     0.01480449
22018   CTSH     0.01344508
22236   CTSH    -0.01734234
22589   CTSH    -0.01304302

CTXS
      ticker  signal_return
162     CTXS    -0.04363337
449     CTXS     0.15287636
767     CTXS    -0.01680117
1179    CTXS    -0.06477502
1768    CTXS     0.01941186
1910    CTXS    -0.03180480
2430    CTXS    -0.01748556
4405    CTXS     0.02268528
4507    CTXS    -0.00666204
5156    CTXS     0.01352678
5791    CTXS    -0.00013956
6383    CTXS     0.01720473
6652    CTXS    -0.03010501
7670    CTXS    -0.05085153
8112    CTXS     0.00084955
9398    CTXS    -0.01120761
9508    CTXS    -0.00267658
10224   CTXS     0.00495998
11097   CTXS     0.02220416
11474   CTXS    -0.16518154
11713   CTXS    -0.01613296
11849   CTXS    -0.05256924
12364   CTXS     0.01392591
13575   CTXS     0.04972344
14875   CTXS    -0.00025638
15088   CTXS    -0.01316141
15297   CTXS     0.03907316
16537   CTXS    -0.02866846
17106   CTXS    -0.06785009
19500   CTXS     0.01936680
19879   CTXS     0.02303324
20173   CTXS     0.02383366
20395   CTXS    -0.00287339
20889   CTXS    -0.02915031
22378   CTXS    -0.02022314

CVS
      ticker  signal_return
318      CVS     0.00035249
731      CVS     0.01888219
1012     CVS     0.01163718
1180     CVS     0.01248494
1352     CVS    -0.00045001
1595     CVS    -0.01750787
1685     CVS     0.02255895
1860     CVS    -0.03194706
2910     CVS     0.01294249
3176     CVS    -0.00013449
3298     CVS    -0.00706340
3935     CVS     0.00379457
4088     CVS     0.01427402
4292     CVS    -0.03415597
5477     CVS    -0.00404347
5724     CVS     0.00682089
5895     CVS    -0.02749695
6625     CVS     0.02303593
6921     CVS     0.02025071
7270     CVS    -0.00862074
7695     CVS     0.05848759
8258     CVS     0.00100452
8569     CVS     0.02352135
10310    CVS    -0.00047603
10719    CVS     0.02481973
10885    CVS    -0.00778770
11098    CVS    -0.02003183
11714    CVS    -0.02161873
12753    CVS     0.00678845
14165    CVS    -0.07817903
14504    CVS    -0.00040258
14679    CVS     0.00710202
15032    CVS    -0.00636331
15688    CVS    -0.00285714
15932    CVS     0.01665677
16240    CVS     0.02698434
17771    CVS     0.01541541
18101    CVS     0.00298988
18625    CVS     0.01267597
18823    CVS    -0.02032782
21439    CVS    -0.03934242
22055    CVS    -0.04000533

CVX
      ticker  signal_return
423      CVX    -0.01209143
1841     CVX    -0.00369241
2332     CVX     0.04089724
2610     CVX    -0.03154609
3556     CVX     0.03584203
3742     CVX    -0.00294715
4468     CVX     0.03914213
4655     CVX    -0.01844245
5129     CVX    -0.01013484
6079     CVX     0.03002875
6255     CVX     0.05528423
7638     CVX    -0.01100163
10091    CVX     0.00266654
10245    CVX     0.00401325
10452    CVX     0.02543775
10612    CVX     0.00179543
10856    CVX     0.02775688
11044    CVX     0.04052288
11215    CVX    -0.00666708
11491    CVX     0.10164587
12254    CVX     0.00987175
12562    CVX    -0.02819495
13485    CVX    -0.02908389
13859    CVX    -0.05313384
14596    CVX     0.02741644
14779    CVX    -0.02127962
15298    CVX     0.03430971
15555    CVX    -0.03189470
16156    CVX    -0.01994201
16376    CVX     0.00372725
16814    CVX     0.00662004
18673    CVX     0.00757827
19049    CVX     0.02503841
19311    CVX     0.01645839
19539    CVX     0.01941144
20906    CVX    -0.00631386
21077    CVX    -0.01420054
21320    CVX    -0.01759353

CXO
      ticker  signal_return
18       CXO     0.02621909
281      CXO     0.04210583
599      CXO    -0.06153791
1540     CXO    -0.00540704
2107     CXO    -0.03856493
2721     CXO     0.05343670
2963     CXO     0.00387262
3394     CXO     0.01005989
3557     CXO     0.02294046
4450     CXO     0.01329692
4618     CXO    -0.00855245
4917     CXO    -0.01601888
5478     CXO    -0.03938603
6003     CXO    -0.02680332
6164     CXO     0.05884549
6384     CXO     0.00684413
7436     CXO     0.06065843
7639     CXO    -0.05475288
9399     CXO    -0.01158314
10613    CXO    -0.02555756
10886    CXO     0.03428794
11715    CXO    -0.12574270
12183    CXO    -0.00197739
13196    CXO    -0.00313742
13411    CXO     0.07243931
13860    CXO    -0.19279238
14505    CXO    -0.00401917
14717    CXO    -0.03702516
15198    CXO     0.02708345
15420    CXO     0.08158698
16157    CXO    -0.03055883
16377    CXO    -0.08575993
17387    CXO     0.00201696
18177    CXO    -0.01509922
20808    CXO    -0.03880749
22275    CXO    -0.00896575
22467    CXO     0.02343247

D
      ticker  signal_return
163        D    -0.01542038
732        D     0.00542427
1036       D     0.00453310
1181       D    -0.00478327
2079       D    -0.02222811
2690       D     0.02146312
3700       D    -0.02053288
4451       D    -0.03254682
5330       D    -0.06161578
5758       D    -0.03875512
6286       D    -0.08368911
6880       D     0.02450436
7735       D     0.05110743
7932       D    -0.05206112
8893       D     0.01072281
9020       D    -0.04507765
10059      D     0.02336002
11303      D     0.04103209
11443      D    -0.05197023
13002      D    -0.00075569
13110      D    -0.03050544
13957      D    -0.00721514
14583      D     0.01755280
14718      D    -0.00067995
15063      D    -0.02903844
16538      D     0.04564025
16736      D    -0.01467893
17772      D    -0.03470123
18124      D     0.00639602
18927      D     0.00140687
19577      D     0.00734622
20637      D    -0.00991878
20927      D     0.01022373
21962      D     0.01642645
22140      D    -0.00384544

DAL
      ticker  signal_return
112      DAL     0.00731658
268      DAL     0.01876228
363      DAL     0.00000000
733      DAL     0.03318206
988      DAL     0.00109270
1122     DAL    -0.00964810
1401     DAL    -0.03915215
2048     DAL     0.01660319
2267     DAL    -0.09312013
2911     DAL     0.03575503
3073     DAL    -0.05193335
3664     DAL    -0.00703466
3853     DAL     0.03044120
3992     DAL    -0.02480221
4101     DAL     0.04029070
4238     DAL     0.01853911
5696     DAL    -0.05292771
6321     DAL     0.01163671
6900     DAL     0.03743406
7146     DAL    -0.01597874
7369     DAL     0.01298581
7653     DAL    -0.03281051
8285     DAL    -0.00971170
9293     DAL    -0.02293034
10154    DAL     0.00122775
11444    DAL    -0.12975797
12220    DAL     0.03584468
12365    DAL    -0.00611985
13171    DAL    -0.00731758
13680    DAL    -0.03455406
14103    DAL    -0.02619519
14843    DAL    -0.03766348
15606    DAL     0.02623954
16241    DAL     0.06307710
16445    DAL    -0.04420456
18415    DAL     0.00024117
18771    DAL     0.08300000
19009    DAL     0.02373134
19405    DAL     0.00464225
20907    DAL     0.01655811
21255    DAL    -0.03350023
22056    DAL     0.01555303
22313    DAL    -0.00691114

DASYST
       ticker  signal_return
81     DASYST     0.02771398
257    DASYST     0.01597533
337    DASYST     0.01975646
450    DASYST     0.01555957
600    DASYST     0.02166446
824    DASYST     0.03089881
1013   DASYST     0.02211783
1143   DASYST     0.02613907
1312   DASYST     0.03129786
1481   DASYST     0.02712763
1596   DASYST     0.01944474
1686   DASYST     0.02680366
1911   DASYST     0.02823683
2049   DASYST     0.02497374
2213   DASYST     0.02877298
2403   DASYST     0.02945684
2644   DASYST     0.03501929
2821   DASYST     0.02894532
2964   DASYST     0.02253027
3115   DASYST     0.03304490
3190   DASYST     0.02020864
3299   DASYST     0.02775394
3434   DASYST     0.03155849
3542   DASYST     0.03881192
3665   DASYST     0.02504665
3821   DASYST     0.02560871
3936   DASYST     0.03476056
4052   DASYST     0.02728479
4155   DASYST     0.03904325
4355   DASYST     0.03981414
...       ...            ...
18257  DASYST     0.03364280
18369  DASYST     0.03749685
18526  DASYST     0.04421604
18729  DASYST     0.04424912
18980  DASYST     0.05015339
19127  DASYST     0.05143255
19272  DASYST     0.04008496
19501  DASYST     0.05179361
19621  DASYST     0.05794592
19699  DASYST     0.03687553
19788  DASYST     0.05680698
19866  DASYST     0.04394267
19992  DASYST     0.04141744
20145  DASYST     0.04852747
20283  DASYST     0.04506382
20480  DASYST     0.04686959
20679  DASYST     0.04415946
20835  DASYST     0.05030416
20986  DASYST     0.06026216
21078  DASYST     0.04541934
21160  DASYST     0.04668598
21231  DASYST     0.04272338
21367  DASYST     0.04074588
21567  DASYST     0.05068120
21738  DASYST     0.05499271
21887  DASYST     0.05677461
22057  DASYST     0.05740304
22294  DASYST     0.06719445
22468  DASYST     0.05771376
22636  DASYST     0.05239239

[154 rows x 2 columns]

DE
      ticker  signal_return
1577      DE     0.01897030
1687      DE     0.01894479
1912      DE    -0.02203000
3342      DE     0.00384722
4925      DE     0.00786105
5157      DE     0.02173367
5458      DE    -0.01620134
5637      DE    -0.00000000
5759      DE     0.01019798
6256      DE    -0.05294173
6961      DE    -0.00353821
7437      DE    -0.00829508
7876      DE    -0.01991203
8714      DE    -0.01225811
9819      DE    -0.03027699
9947      DE    -0.00763486
10480     DE    -0.00906209
11609     DE     0.00989390
12008     DE     0.03051741
14314     DE    -0.03029590
14506     DE    -0.01553780
16105     DE     0.00116795
17498     DE    -0.00666439
18857     DE     0.01257185
19195     DE     0.00517402
19745     DE    -0.00104004
19921     DE    -0.00056028
20212     DE     0.01179119
21440     DE    -0.01981500
21842     DE     0.06189457
22019     DE     0.01551672
22497     DE    -0.03419816

DFS
      ticker  signal_return
113      DFS    -0.01691167
601      DFS    -0.04336929
1688     DFS     0.00275103
1886     DFS    -0.00619310
2750     DFS     0.00956776
3010     DFS     0.00788080
4259     DFS     0.02672544
4619     DFS    -0.00739434
4783     DFS     0.00206497
5007     DFS    -0.01780837
5919     DFS     0.00324249
6990     DFS    -0.01602965
8180     DFS     0.06035428
8365     DFS    -0.01548763
9820     DFS    -0.01233966
10667    DFS    -0.03830956
10999    DFS    -0.00000000
11253    DFS    -0.01873293
11716    DFS    -0.02601957
12048    DFS    -0.07516614
12414    DFS    -0.01553155
12676    DFS    -0.03353650
13412    DFS     0.04279575
13958    DFS    -0.03867919
14262    DFS    -0.06489973
15064    DFS    -0.01304624
15199    DFS     0.02037748
15421    DFS     0.00578898
16540    DFS    -0.03144669
17290    DFS     0.00655401
17597    DFS     0.00875279
18322    DFS    -0.01907935
18858    DFS     0.07905979
19196    DFS    -0.00322723
19439    DFS    -0.00546029
19746    DFS    -0.03146080
21256    DFS    -0.02229100
21540    DFS     0.03727342
21888    DFS    -0.00609965
22141    DFS    -0.01134932

DG
      ticker  signal_return
164       DG    -0.01601148
391       DG    -0.01612385
734       DG    -0.00050543
2080      DG    -0.04505926
3527      DG    -0.00637351
4156      DG    -0.07540219
4293      DG     0.04242238
7053      DG     0.00956654
7202      DG     0.00285093
7621      DG    -0.01999629
7708      DG    -0.01646829
9039      DG     0.00844566
9333      DG    -0.02085207
9531      DG    -0.04185046
10202     DG     0.01045483
10312     DG     0.00496721
10481     DG    -0.00959967
10739     DG     0.01239480
11717     DG     0.00241352
11905     DG    -0.02427089
12163     DG     0.03530844
12731     DG    -0.00794917
13256     DG     0.00055494
13926     DG     0.03532994
14610     DG     0.01087422
15090     DG    -0.05897240
16006     DG     0.04216185
16541     DG     0.00096200
16738     DG    -0.02225405
17053     DG    -0.00431830
17555     DG     0.02450086
17702     DG     0.01927969
18054     DG     0.00390258
18981     DG     0.02863559
19158     DG    -0.02528547
21049     DG    -0.02804992
22187     DG    -0.05927466

DGX
      ticker  signal_return
364      DGX    -0.01400200
1068     DGX    -0.01662088
1606     DGX     0.03184220
1745     DGX    -0.02451241
2505     DGX    -0.01283815
3212     DGX     0.03831752
3395     DGX    -0.01663627
4260     DGX    -0.03331992
5182     DGX    -0.01263175
5578     DGX    -0.01314964
5673     DGX     0.01366979
6322     DGX     0.00722397
7484     DGX    -0.02322645
7803     DGX     0.02117902
7968     DGX    -0.00363135
8211     DGX     0.02562246
9057     DGX     0.04736429
9195     DGX     0.00516197
9948     DGX    -0.05314637
11718    DGX    -0.00725338
12021    DGX     0.01912284
13245    DGX     0.01452742
14104    DGX     0.00242033
14947    DGX     0.00483507
15149    DGX     0.00081978
15299    DGX     0.01409892
15732    DGX     0.00339116
15960    DGX    -0.00438994
16068    DGX     0.00675291
16354    DGX     0.00701142
16662    DGX     0.01493368
16815    DGX     0.00265284
17032    DGX     0.01523682
17195    DGX    -0.00790518
18527    DGX    -0.01030233
19082    DGX     0.02906413
19247    DGX    -0.00090181
19502    DGX     0.02532338
19831    DGX    -0.01883173
20396    DGX     0.00230367
20578    DGX     0.01235781
20863    DGX     0.00283057
21340    DGX     0.01696571
21592    DGX     0.00448431
22188    DGX    -0.01284186

DHI
      ticker  signal_return
1769     DHI     0.06353583
1913     DHI    -0.03371618
2388     DHI     0.00303886
2923     DHI    -0.03647198
4157     DHI     0.00501254
4356     DHI    -0.04095850
4784     DHI    -0.02623763
5250     DHI     0.03103760
6385     DHI    -0.08313964
6597     DHI     0.03149867
7016     DHI     0.04424762
7148     DHI     0.03588902
8049     DHI    -0.11211076
8570     DHI     0.01182571
8798     DHI    -0.03911938
9255     DHI     0.00071378
9632     DHI    -0.01251973
11130    DHI    -0.02709245
11373    DHI     0.07241380
12960    DHI    -0.01679172
13576    DHI     0.02482988
14105    DHI     0.00945536
14948    DHI    -0.03376686
15246    DHI    -0.00571249
15451    DHI    -0.04571121
16739    DHI     0.03573417
16981    DHI    -0.01818232
18236    DHI     0.02462505
18528    DHI    -0.00104913
18824    DHI    -0.01925880
19940    DHI    -0.02411347
20609    DHI     0.01179405
20809    DHI    -0.00090131
21275    DHI    -0.03303380

DHR
      ticker  signal_return
19       DHR     0.01688166
602      DHR    -0.00360211
1037     DHR     0.01063115
1430     DHR    -0.02294941
1689     DHR     0.00110530
2050     DHR     0.01346088
2506     DHR    -0.03400721
4089     DHR     0.00511314
4294     DHR     0.00789329
5949     DHR    -0.04672354
6323     DHR    -0.01932559
6828     DHR     0.00977791
7064     DHR     0.00254654
7232     DHR    -0.00624027
7485     DHR    -0.02035906
7736     DHR     0.00960052
8750     DHR    -0.00457248
9532     DHR     0.00940786
11099    DHR     0.01474067
12049    DHR    -0.06767530
12366    DHR    -0.01005249
12564    DHR    -0.00146658
12804    DHR    -0.00206335
13413    DHR     0.04806340
13756    DHR     0.00955365
14780    DHR     0.01474640
14949    DHR    -0.02111148
15452    DHR     0.00374338
15759    DHR     0.00121976
15961    DHR    -0.01177254
16207    DHR    -0.01323593
16663    DHR     0.05450219
17880    DHR    -0.01299563
18354    DHR    -0.05675554
19832    DHR    -0.00926218
20105    DHR    -0.01005997
20481    DHR     0.00939525
20680    DHR    -0.00736143
20864    DHR    -0.01249801
21368    DHR    -0.01975463

DIS
      ticker  signal_return
735      DIS    -0.00116009
1182     DIS    -0.00114318
1353     DIS     0.01006316
1690     DIS     0.03296852
1887     DIS     0.00144196
2667     DIS     0.03217847
2863     DIS     0.00845040
3011     DIS    -0.00811015
4102     DIS     0.01133731
4295     DIS    -0.02363160
4785     DIS     0.00863613
5479     DIS     0.01977829
6468     DIS    -0.01900547
6829     DIS    -0.01521697
7371     DIS     0.01342158
7840     DIS     0.00529382
8490     DIS     0.00580853
8612     DIS     0.00932116
8786     DIS     0.00853571
8924     DIS    -0.03113315
9040     DIS     0.00186445
9510     DIS    -0.00257211
10587    DIS     0.00407403
10740    DIS     0.01287734
11131    DIS    -0.10053082
11532    DIS    -0.02126793
12367    DIS     0.01568213
12614    DIS     0.01614046
12805    DIS     0.00447617
13361    DIS     0.03016493
13682    DIS     0.04634596
14244    DIS    -0.06871521
15347    DIS     0.02999497
15525    DIS    -0.01063891
16446    DIS    -0.02384629
17773    DIS    -0.00151368
18323    DIS    -0.00993729
18982    DIS     0.00571663
19248    DIS     0.00988377
19440    DIS     0.02751344
19747    DIS     0.01844390
20087    DIS    -0.01242590
20908    DIS    -0.00499867
21133    DIS    -0.00716912
21480    DIS    -0.03486269
21843    DIS     0.00893029
22345    DIS    -0.01578730
22563    DIS    -0.01404370

DISCA
      ticker  signal_return
947    DISCA    -0.05399720
1888   DISCA    -0.03968954
2108   DISCA     0.01036790
2333   DISCA    -0.00995158
3543   DISCA    -0.00633773
3867   DISCA     0.02589800
4005   DISCA    -0.02673373
5008   DISCA    -0.00817705
5408   DISCA    -0.04275789
5843   DISCA     0.00995776
6029   DISCA     0.01104984
6165   DISCA    -0.02313973
6386   DISCA     0.01204834
7054   DISCA    -0.04193422
8113   DISCA     0.05787488
10118  DISCA    -0.05811507
10821  DISCA    -0.07920494
11254  DISCA    -0.00207613
11533  DISCA     0.01512107
12415  DISCA    -0.01114688
12615  DISCA    -0.03336914
13486  DISCA    -0.03167511
14634  DISCA     0.03387811
15901  DISCA    -0.03649079
16242  DISCA    -0.00461007
16447  DISCA    -0.03178703
19010  DISCA    -0.02862449
19441  DISCA    -0.00417537
21627  DISCA     0.02533696
21844  DISCA    -0.00195274

DISCK
      ticker  signal_return
788    DISCK     0.04728604
1914   DISCK    -0.07064665
2109   DISCK     0.01446389
2377   DISCK    -0.00749587
3558   DISCK    -0.00541931
3743   DISCK    -0.01948664
3868   DISCK     0.01475171
5009   DISCK    -0.00844197
5535   DISCK     0.00827366
5697   DISCK    -0.08017648
6056   DISCK     0.04133269
6324   DISCK     0.02815452
7065   DISCK    -0.03492095
8114   DISCK     0.06574818
9735   DISCK    -0.00257577
10822  DISCK    -0.09696393
11255  DISCK    -0.02840995
11534  DISCK     0.03683301
12616  DISCK    -0.01770572
13487  DISCK    -0.04423721
14844  DISCK    -0.05016611
15760  DISCK    -0.07413498
15902  DISCK    -0.03407418
16266  DISCK     0.00646728
16448  DISCK    -0.02286298
18102  DISCK    -0.01615059
19011  DISCK    -0.02258101
19442  DISCK    -0.01075665
21628  DISCK     0.02866192
21845  DISCK    -0.00642831

DISH
      ticker  signal_return
1123    DISH    -0.01420166
1354    DISH     0.03074264
1541    DISH    -0.02739390
1746    DISH     0.03259913
3061    DISH     0.02546661
4711    DISH     0.04011911
6469    DISH     0.01538362
7149    DISH     0.11789766
7327    DISH    -0.07028095
9556    DISH     0.01925477
9716    DISH     0.01206287
10092   DISH    -0.01985919
11046   DISH    -0.02156584
11535   DISH     0.06801117
12617   DISH    -0.04205861
13139   DISH     0.00017366
13488   DISH     0.05874660
13757   DISH     0.05939890
14106   DISH     0.05064658
15510   DISH    -0.04672441
16069   DISH     0.03081682
18017   DISH     0.02811977
18324   DISH     0.03788332
19503   DISH    -0.02483445
19748   DISH     0.02453509
21276   DISH    -0.02602346
21516   DISH    -0.07904321
22237   DISH    -0.01617121

DLR
      ticker  signal_return
863      DLR    -0.19562859
932      DLR     0.03983103
1069     DLR    -0.01045343
1494     DLR    -0.04843721
2131     DLR     0.02049173
2751     DLR    -0.00168146
2884     DLR     0.00387133
3937     DLR     0.02491596
4786     DLR     0.00677051
4926     DLR     0.01014899
5057     DLR     0.02722681
5251     DLR    -0.01148903
5459     DLR     0.01581001
5579     DLR    -0.03083183
6699     DLR     0.00399793
7083     DLR    -0.01091952
7328     DLR    -0.01965097
8143     DLR     0.03445992
8346     DLR    -0.01099882
10246    DLR     0.02022374
11719    DLR    -0.00697309
11851    DLR    -0.00275952
12152    DLR     0.04558118
12256    DLR     0.02372640
12416    DLR     0.00773672
12565    DLR    -0.04156195
13219    DLR     0.01723038
13309    DLR    -0.00012986
13627    DLR    -0.04555114
14066    DLR    -0.03653720
14584    DLR     0.04142783
14719    DLR     0.00057409
15091    DLR     0.01200014
15200    DLR    -0.02987286
15733    DLR     0.04327497
16127    DLR     0.01444320
16340    DLR     0.02497163
16639    DLR     0.00773342
17544    DLR    -0.00212153
17774    DLR     0.02945275
18178    DLR    -0.02704482
18700    DLR    -0.03366346
19710    DLR     0.05563302
19909    DLR     0.00593697
21181    DLR     0.01267002
21277    DLR     0.00636231
21541    DLR    -0.00900946
21819    DLR    -0.00069013
22020    DLR     0.00536240
22238    DLR    -0.05535756
22620    DLR    -0.06421747

DLTR
      ticker  signal_return
114     DLTR     0.03552334
365     DLTR    -0.02212593
1511    DLTR    -0.01805103
2191    DLTR     0.05533967
2378    DLTR     0.02759480
4078    DLTR    -0.06316257
4296    DLTR    -0.01344527
6598    DLTR     0.01451652
6778    DLTR     0.04259462
7203    DLTR     0.03710476
7877    DLTR     0.00455711
8324    DLTR    -0.01355053
8469    DLTR     0.01758873
8751    DLTR     0.02529206
9041    DLTR     0.03061805
10741   DLTR    -0.00696611
11720   DLTR    -0.03401008
11868   DLTR     0.02289662
11921   DLTR    -0.03769498
12164   DLTR     0.02446211
12903   DLTR     0.02503460
13041   DLTR    -0.01028053
14022   DLTR    -0.08459685
14263   DLTR    -0.07866945
15033   DLTR    -0.02729214
16007   DLTR     0.03020570
16324   DLTR     0.00086468
16640   DLTR     0.00222164
17084   DLTR     0.00733891
17352   DLTR    -0.02716969
17556   DLTR     0.02750944
17857   DLTR     0.00600452
18055   DLTR    -0.00939216
18581   DLTR     0.00511717
18772   DLTR    -0.05535323
19159   DLTR    -0.00588104
20069   DLTR    -0.03503078
21517   DLTR    -0.01417432
22346   DLTR     0.02859855
22498   DLTR     0.05079016

DOV
      ticker  signal_return
115      DOV     0.01072722
1144     DOV    -0.02175654
1770     DOV     0.01906416
2507     DOV    -0.01780108
3074     DOV    -0.00661600
3396     DOV    -0.01741441
3960     DOV    -0.00609442
4124     DOV    -0.00326308
4297     DOV     0.00984449
4543     DOV    -0.00144710
4749     DOV    -0.01540111
5376     DOV    -0.03356959
6030     DOV     0.02507814
6166     DOV     0.01330565
6325     DOV     0.03584230
7671     DOV    -0.08287426
9511     DOV     0.01785524
9932     DOV    -0.02304569
10509    DOV     0.00457601
10668    DOV     0.03391168
10911    DOV     0.00605169
11181    DOV    -0.05124549
11536    DOV     0.01299467
12961    DOV    -0.05353326
13489    DOV     0.04612830
13758    DOV    -0.00302001
14533    DOV    -0.00666775
14781    DOV    -0.01505405
15381    DOV    -0.01886148
16128    DOV     0.00557184
17320    DOV     0.00944804
18258    DOV    -0.01384878
19312    DOV     0.00961863
19833    DOV    -0.01156229
21947    DOV    -0.00240848

DPS
      ticker  signal_return
377      DPS    -0.01463552
768      DPS     0.02086070
1145     DPS     0.00559297
1313     DPS    -0.01868062
2239     DPS    -0.01358634
2722     DPS     0.02917613
2864     DPS     0.00712569
3122     DPS     0.00371444
3300     DPS     0.00634804
3744     DPS     0.00826897
3890     DPS     0.00983154
4158     DPS     0.01100235
4490     DPS     0.01050679
5158     DPS    -0.03708459
5659     DPS    -0.00416935
5896     DPS     0.00455582
6653     DPS     0.02929049
6901     DPS    -0.00870874
7204     DPS     0.03073788
8050     DPS     0.01750095
8212     DPS     0.03419796
9633     DPS    -0.01556607
10119    DPS    -0.00210883
10742    DPS     0.01066948
11132    DPS     0.03047549
12184    DPS    -0.00744391
12305    DPS     0.05700135
12482    DPS    -0.03070980
12962    DPS     0.00998923
13159    DPS     0.00224755
13299    DPS    -0.01022918
14023    DPS    -0.07091633
15453    DPS    -0.04734545
15714    DPS     0.01016635
16542    DPS     0.01542553
17196    DPS    -0.01771770
17775    DPS    -0.01007816
18125    DPS    -0.00321839
18928    DPS     0.00240558
19749    DPS    -0.01400938
20213    DPS     0.00527876
20928    DPS     0.00880333
21134    DPS    -0.01408981
21294    DPS    -0.00476457
21568    DPS    -0.00219829

DRE
      ticker  signal_return
603      DRE     0.01839269
825      DRE    -0.03915091
1607     DRE    -0.02672307
2691     DRE     0.02453462
2965     DRE    -0.01559720
3469     DRE     0.00175080
3589     DRE    -0.00230017
3797     DRE     0.00114090
4125     DRE     0.00226372
4298     DRE    -0.02742965
5460     DRE     0.02433210
5881     DRE     0.01031528
6031     DRE    -0.00408283
6830     DRE     0.02448677
7709     DRE     0.02624563
7933     DRE     0.00290416
8018     DRE     0.02202010
8213     DRE     0.01845652
8366     DRE    -0.03103465
9694     DRE    -0.00457900
10060    DRE     0.00785962
10453    DRE    -0.01117925
11721    DRE     0.00936904
12185    DRE     0.00097276
12306    DRE    -0.00428470
12963    DRE    -0.01496528
13172    DRE    -0.00570344
13310    DRE    -0.01990587
13861    DRE    -0.04152127
14445    DRE    -0.00141143
14782    DRE    -0.02048786
14950    DRE    -0.01334539
15715    DRE     0.01716534
15855    DRE    -0.01841988
16045    DRE     0.02856746
16208    DRE     0.02473201
16306    DRE    -0.00667323
16624    DRE     0.02006503
16779    DRE     0.01442599
17169    DRE     0.00283688
18179    DRE     0.00546663
18701    DRE     0.00927239
18929    DRE    -0.01137868
19750    DRE    -0.02605283
21143    DRE     0.02997449
21213    DRE     0.00325910
21889    DRE     0.01670766
22239    DRE    -0.02533538

DRI
      ticker  signal_return
451      DRI     0.02175083
604      DRI    -0.00600254
1014     DRI    -0.01983284
1243     DRI     0.00689208
1804     DRI     0.00036792
2508     DRI    -0.02277336
3397     DRI    -0.02415452
4620     DRI     0.01952524
4750     DRI     0.00802869
4927     DRI     0.02259473
5882     DRI     0.01055682
6057     DRI    -0.01519312
6722     DRI     0.01336408
6991     DRI     0.04388273
7372     DRI     0.02649276
7586     DRI    -0.02366872
8019     DRI    -0.01523424
8347     DRI    -0.03519473
8799     DRI     0.00565062
9073     DRI     0.06428814
10941    DRI    -0.01908429
12239    DRI     0.01517096
12531    DRI     0.00291262
13220    DRI     0.02839307
14472    DRI     0.03419526
16209    DRI    -0.01177697
16718    DRI    -0.03006213
17107    DRI     0.00760460
18647    DRI     0.01089887
18825    DRI     0.10768976
19160    DRI    -0.00950448
19313    DRI     0.04072171
21096    DRI     0.01632689
21341    DRI     0.02247021
21593    DRI     0.00516975
21776    DRI    -0.02026748
22189    DRI     0.01934764

DTE
      ticker  signal_return
826      DTE     0.00000000
2692     DTE     0.03372305
3316     DTE     0.02344757
3559     DTE     0.00065049
3701     DTE    -0.01776337
3891     DTE    -0.04078522
5356     DTE    -0.03112879
5674     DTE     0.00255265
6287     DTE    -0.01528692
6723     DTE     0.01454882
6922     DTE    -0.03950592
7737     DTE     0.04394300
7934     DTE    -0.04711160
8259     DTE    -0.00706795
8895     DTE     0.02479518
10061    DTE     0.02162246
11157    DTE     0.00940136
11374    DTE     0.01624886
12368    DTE    -0.04482138
13959    DTE     0.03956715
14597    DTE     0.01747409
14783    DTE     0.00000000
14951    DTE    -0.02023190
16106    DTE     0.01156701
16267    DTE    -0.00231158
16449    DTE     0.03798055
16719    DTE    -0.02447286
17571    DTE    -0.00656658
17776    DTE    -0.03604940
19540    DTE     0.01616302
20546    DTE     0.01448294
20929    DTE     0.00154666
21171    DTE     0.00801588
21278    DTE     0.00009574
21820    DTE     0.01023531
22003    DTE     0.01982637
22190    DTE    -0.01303633
22469    DTE    -0.00890348

DUK
      ticker  signal_return
736      DUK     0.02129369
1038     DUK    -0.02084128
2155     DUK    -0.02064057
2752     DUK     0.00083963
3560     DUK    -0.00275066
3702     DUK    -0.01552530
5675     DUK     0.01209042
6167     DUK     0.02297443
6519     DUK     0.00265907
6627     DUK     0.00137131
6779     DUK    -0.01370387
7841     DUK     0.01295247
8214     DUK     0.01364433
8752     DUK     0.00203485
8896     DUK     0.03030136
10120    DUK     0.00440226
10390    DUK     0.01629250
11375    DUK     0.02160194
11852    DUK     0.01223970
11906    DUK    -0.03153185
12782    DUK    -0.03360782
13820    DUK    -0.01293181
13960    DUK     0.06724005
14107    DUK    -0.02556249
14784    DUK    -0.00300489
14952    DUK    -0.00673571
16210    DUK     0.01550797
16307    DUK    -0.00665017
16543    DUK     0.03440545
16740    DUK    -0.02530899
17777    DUK    -0.02107212
18126    DUK     0.02021325
18930    DUK     0.00581993
20106    DUK    -0.01010950
20232    DUK    -0.01286212
20418    DUK     0.03805010
20638    DUK    -0.01047258
21926    DUK     0.02244883
22117    DUK     0.00467236
22470    DUK    -0.00773542

DVA
      ticker  signal_return
1402     DVA    -0.05082310
1578     DVA    -0.03519473
1805     DVA     0.00173735
1947     DVA     0.01318835
2268     DVA    -0.03973220
4212     DVA     0.01006017
4729     DVA     0.00451345
6599     DVA     0.02717701
8958     DVA     0.04014677
9074     DVA     0.01741292
9464     DVA     0.00563855
10414    DVA     0.01090852
10597    DVA    -0.00455006
11047    DVA    -0.01618854
11610    DVA    -0.00394012
12050    DVA    -0.03368535
13111    DVA     0.02792909
13628    DVA     0.02286846
14166    DVA    -0.00640617
14555    DVA    -0.00014099
14845    DVA    -0.01719399
15065    DVA     0.00773777
15690    DVA    -0.00316999
16780    DVA    -0.00436458
17336    DVA     0.05763849
17499    DVA     0.01248456
18279    DVA    -0.00819216
18416    DVA     0.08841096
18626    DVA    -0.06100846
20482    DVA     0.00751992
21650    DVA    -0.02482719
21846    DVA    -0.04395446

DVN
      ticker  signal_return
165      DVN    -0.00536374
484      DVN     0.03887273
701      DVN    -0.01994654
2509     DVN    -0.04973634
2798     DVN     0.01577071
3325     DVN     0.03318690
3590     DVN     0.02892210
3892     DVN    -0.01809317
4159     DVN     0.01210669
4452     DVN     0.02200166
4621     DVN     0.00694228
5793     DVN     0.01003840
6081     DVN     0.03164540
6236     DVN     0.13631218
6520     DVN    -0.08347572
7672     DVN    -0.14546239
8655     DVN    -0.03864919
9400     DVN    -0.01687041
9557     DVN    -0.01237621
10344    DVN     0.00839995
10510    DVN     0.02583233
10788    DVN     0.06985288
11000    DVN    -0.00040478
11256    DVN    -0.01961468
11492    DVN     0.14971955
13073    DVN     0.09196879
13173    DVN    -0.08253074
13629    DVN     0.13857614
13862    DVN    -0.12603463
15201    DVN     0.08242508
15422    DVN     0.06030295
16158    DVN    -0.08477312
16848    DVN    -0.05814395
17368    DVN     0.08021028
17530    DVN    -0.01762062
18674    DVN    -0.10779851
19273    DVN    -0.01627070
20579    DVN    -0.01253498
20810    DVN    -0.01123902
21651    DVN    -0.02589228
22058    DVN     0.07555146
22314    DVN    -0.01021305
22564    DVN     0.02633870

EA
      ticker  signal_return
424       EA     0.00416320
1278      EA     0.03490756
1453      EA     0.05103148
2456      EA     0.02985296
2723      EA    -0.00251572
3012      EA     0.03378584
3132      EA     0.00830432
3893      EA     0.00528791
4437      EA     0.03007538
4544      EA    -0.01737758
5058      EA    -0.06290706
5287      EA     0.00866841
6521      EA    -0.08642570
6755      EA     0.04559087
7150      EA     0.02624460
7486      EA    -0.02710910
7738      EA     0.02281149
8286      EA     0.11417488
8511      EA    -0.00346405
8715      EA    -0.00373930
9256      EA    -0.02848321
9717      EA     0.01304437
9984      EA    -0.00770262
10291     EA     0.04843562
10634     EA     0.03320975
10887     EA    -0.04891051
11257     EA    -0.01934504
12369     EA     0.02018661
13414     EA     0.00472219
14047     EA     0.04054041
15788     EA     0.01501347
16781     EA    -0.00550966
17468     EA     0.00701412
17679     EA    -0.03189558
18018     EA     0.00421645
18627     EA    -0.00964497
18931     EA    -0.03619089
20070     EA    -0.02286648
20284     EA     0.01302837
20788     EA     0.02901989
20930     EA    -0.03073751
21369     EA     0.03084417
21696     EA     0.13053705
21821     EA    -0.02289306
22021     EA     0.01379454

EBAY
      ticker  signal_return
1403    EBAY    -0.05726037
1806    EBAY    -0.00789729
2885    EBAY     0.03507907
3798    EBAY     0.02461062
4357    EBAY     0.01336864
5130    EBAY     0.01076599
5580    EBAY    -0.00826451
6567    EBAY    -0.05900160
7654    EBAY     0.01303434
8753    EBAY    -0.00189770
8945    EBAY     0.00557010
10011   EBAY     0.03002072
10743   EBAY     0.13467696
12618   EBAY     0.00827021
13490   EBAY    -0.00659556
13961   EBAY    -0.01544432
16450   EBAY    -0.02771442
16849   EBAY     0.05308238
16982   EBAY     0.14847111
17653   EBAY     0.01665163
18417   EBAY     0.00726270
18675   EBAY     0.01240931
19789   EBAY    -0.02478118
20043   EBAY     0.00722025
20233   EBAY     0.02259983
20610   EBAY    -0.01884626
21370   EBAY    -0.03751011
21847   EBAY    -0.00576204
22059   EBAY     0.00283527
22276   EBAY    -0.04017757

ECL
      ticker  signal_return
20       ECL     0.03213125
338      ECL    -0.02617391
485      ECL     0.03429806
737      ECL     0.03041700
2334     ECL    -0.01190669
2945     ECL     0.02965438
3123     ECL    -0.00812352
4358     ECL    -0.01750782
4751     ECL    -0.00847845
5496     ECL     0.01141454
5616     ECL     0.00061074
5760     ECL     0.00203239
5920     ECL     0.00802326
6522     ECL    -0.05208752
7684     ECL    -0.04597190
7994     ECL    -0.02977566
8613     ECL     0.01576387
8800     ECL     0.02783896
9401     ECL    -0.00832373
10313    ECL    -0.01080721
11001    ECL    -0.05575243
11722    ECL    -0.03534332
12165    ECL     0.02562638
12283    ECL    -0.01743198
13415    ECL     0.04678884
14888    ECL     0.01668350
15247    ECL     0.01253826
15716    ECL    -0.00883860
15856    ECL    -0.01114858
15962    ECL    -0.00033744
16129    ECL    -0.00659793
17236    ECL    -0.00008143
18439    ECL     0.00589052
18648    ECL     0.01145185
19578    ECL    -0.01176538
19993    ECL    -0.01405869
20357    ECL     0.00211434
20580    ECL    -0.00199402
21392    ECL     0.01520201
22060    ECL     0.03038323
22424    ECL    -0.00007784

ED
      ticker  signal_return
21        ED    -0.03554263
1948      ED     0.00706717
2799      ED     0.01508378
3561      ED    -0.00913409
3703      ED    -0.01606180
5536      ED    -0.01209798
5676      ED    -0.00502209
6288      ED     0.04475504
6676      ED     0.01366619
6923      ED    -0.02781333
7739      ED     0.03300630
7935      ED    -0.03596762
8215      ED     0.01878057
8897      ED     0.02290676
9232      ED    -0.03591200
10266     ED    -0.02605168
10942     ED     0.00224827
11133     ED     0.00898564
11304     ED     0.03276507
12370     ED    -0.03666276
13016     ED    -0.01068650
13727     ED     0.00516263
14024     ED     0.03707742
14228     ED    -0.04128492
14692     ED     0.00889134
14953     ED    -0.01194475
16211     ED     0.01825412
16451     ED     0.02642993
16720     ED    -0.03615452
17778     ED    -0.03183865
18127     ED     0.01537107
18932     ED    -0.00034964
20234     ED    -0.01157547
20515     ED     0.01547752
20931     ED     0.00603533
21295     ED     0.00391192
21822     ED     0.01669197
22004     ED     0.01803827
22191     ED    -0.00468554
22471     ED    -0.00071234

EFX
      ticker  signal_return
827      EFX    -0.00520277
1244     EFX     0.02783867
1404     EFX    -0.01318831
1542     EFX    -0.02295207
1825     EFX    -0.00800295
2214     EFX    -0.02461839
2753     EFX    -0.03816878
3133     EFX    -0.00557415
3451     EFX     0.01967674
4359     EFX    -0.00292540
4586     EFX    -0.00537525
5010     EFX     0.00647164
5159     EFX    -0.00681077
5537     EFX     0.00687699
5761     EFX    -0.02279734
6257     EFX     0.01987971
6543     EFX    -0.04840437
7271     EFX     0.00476191
7487     EFX    -0.00962970
8051     EFX    -0.00482568
8260     EFX     0.00955027
8614     EFX     0.00944416
8898     EFX    -0.01991440
9512     EFX    -0.01505174
9679     EFX    -0.00381565
9876     EFX    -0.01043510
11258    EFX    -0.00824487
11445    EFX    -0.11417672
11723    EFX    -0.04246192
12221    EFX     0.01015810
12332    EFX    -0.00699010
12806    EFX     0.00642741
12928    EFX    -0.00490875
13174    EFX    -0.00053135
13577    EFX    -0.00604585
14167    EFX    -0.05460516
14785    EFX    -0.00071897
15034    EFX     0.01351667
15557    EFX     0.00580053
15761    EFX    -0.01333191
15963    EFX     0.00263316
16378    EFX     0.01127832
16698    EFX     0.03050980
16850    EFX     0.00873433
16983    EFX    -0.00228723
18280    EFX    -0.01259044
18582    EFX     0.00162509
18933    EFX    -0.04689147
19314    EFX    -0.05290576
20235    EFX     0.06405681
20681    EFX    -0.01034010
20932    EFX     0.01315373
21393    EFX    -0.03092428
22425    EFX    -0.00557343

EIX
      ticker  signal_return
738      EIX     0.00285481
2693     EIX     0.02516610
3258     EIX     0.03258421
3343     EIX    -0.01244239
3562     EIX    -0.01076893
4587     EIX     0.00198627
4752     EIX    -0.02421088
5538     EIX    -0.01170812
6523     EIX     0.00217155
6628     EIX     0.01725456
6881     EIX    -0.00253325
7373     EIX     0.00110072
7622     EIX    -0.02454591
7901     EIX    -0.01265469
8959     EIX    -0.02432661
9465     EIX    -0.01899206
9718     EIX     0.01283368
10121    EIX     0.00835659
10415    EIX    -0.01326568
11446    EIX    -0.03393506
12106    EIX    -0.00206333
12307    EIX     0.00107667
13962    EIX     0.02423291
14370    EIX     0.02882044
14598    EIX     0.01324523
14786    EIX     0.00126236
14954    EIX    -0.02343145
15666    EIX    -0.01091699
16212    EIX     0.00352352
16452    EIX     0.04649773
16721    EIX    -0.02553001
17572    EIX    -0.02472653
17779    EIX    -0.02325686
18128    EIX     0.00689163
18934    EIX     0.00101855
20236    EIX     0.00200254
20419    EIX     0.03983457
20611    EIX     0.00442059
21062    EIX    -0.00694922
21296    EIX    -0.00061847
22142    EIX     0.00318238

EL
      ticker  signal_return
22        EL     0.03496761
213       EL    -0.02360939
898       EL    -0.02870077
1355      EL     0.00092603
2335      EL     0.00072711
2611      EL    -0.02298952
3563      EL     0.01221325
3782      EL     0.00846537
4160      EL     0.00117563
5288      EL     0.00354562
6387      EL     0.00649039
7740      EL     0.02179816
8386      EL    -0.03008272
8512      EL     0.03151350
8656      EL    -0.00425197
8875      EL    -0.00533658
9169      EL    -0.00769142
9695      EL     0.00790880
9949      EL    -0.02528725
11259     EL    -0.02413239
11447     EL     0.07835331
12566     EL    -0.02703812
13175     EL     0.00111970
14108     EL    -0.02989626
14330     EL     0.01878142
14680     EL     0.00319217
15092     EL    -0.00461072
15382     EL    -0.01308158
15882     EL    -0.01687341
16544     EL    -0.04570688
17469     EL    -0.04154518
18418     EL     0.00441297
18702     EL     0.01493947
19067     EL    -0.00994905
19315     EL    -0.04356359
19941     EL     0.00518520
20447     EL    -0.02012068
20865     EL     0.00209619
21481     EL     0.03897540
21697     EL     0.00075354
22240     EL     0.00228595
22449     EL     0.00174816

EMN
      ticker  signal_return
739      EMN    -0.05107017
1512     EMN     0.00040233
1632     EMN    -0.04388322
2724     EMN     0.01410701
2865     EMN     0.03598222
3620     EMN    -0.04881274
4239     EMN     0.00423257
5218     EMN     0.03228701
6326     EMN     0.02287334
7151     EMN     0.01058827
8144     EMN    -0.02373419
9662     EMN     0.01687485
10363    EMN    -0.00531274
10966    EMN    -0.05317692
11724    EMN    -0.05023338
12051    EMN    -0.07763368
13491    EMN     0.01212136
14534    EMN     0.03108912
14787    EMN    -0.01200888
15383    EMN     0.00247412
15558    EMN    -0.02265132
16453    EMN     0.00366113
17237    EMN    -0.02114113
18628    EMN    -0.01019206
18859    EMN     0.00418835
19161    EMN    -0.01177808
19443    EMN    -0.00992507
19776    EMN     0.01078316
19994    EMN    -0.01382481
20358    EMN    -0.00149031
20682    EMN    -0.03943186
22379    EMN     0.01198212
22531    EMN    -0.02674996

EMR
      ticker  signal_return
116      EMR     0.00664146
828      EMR    -0.00283054
1183     EMR     0.00755951
1747     EMR     0.02232396
2336     EMR    -0.01036595
2510     EMR    -0.01145169
3633     EMR    -0.00540897
5289     EMR     0.02965779
6327     EMR    -0.01348560
7233     EMR    -0.04330895
8367     EMR    -0.03666678
9058     EMR    -0.02554851
9680     EMR    -0.00319893
9785     EMR     0.00309545
9933     EMR    -0.02311010
10454    EMR     0.01351372
10669    EMR     0.00930586
10857    EMR     0.03699463
11048    EMR    -0.01709443
11217    EMR     0.01440626
11725    EMR    -0.02891358
11994    EMR    -0.01138446
12114    EMR    -0.10507997
12619    EMR    -0.02809030
12807    EMR     0.00458854
13578    EMR     0.02316883
14347    EMR    -0.00917344
14446    EMR     0.01509463
14788    EMR    -0.00641439
15526    EMR    -0.02599894
16545    EMR    -0.03630235
16915    EMR    -0.01004133
18311    EMR     0.00579364
18935    EMR    -0.01901370
19274    EMR     0.03173762
19898    EMR     0.02784755
20214    EMR     0.02526184

EOG
      ticker  signal_return
23       EOG     0.02738119
392      EOG     0.02488957
507      EOG     0.01888621
1469     EOG     0.03052169
1579     EOG    -0.01006678
2645     EOG     0.00260284
2800     EOG     0.02242345
2924     EOG     0.02149023
3326     EOG     0.01199914
3634     EOG    -0.05428189
4161     EOG     0.01146492
4360     EOG     0.04209451
4588     EOG    -0.00328692
5480     EOG    -0.03088537
5794     EOG    -0.00491837
6135     EOG     0.05618463
6388     EOG    -0.01725311
9402     EOG    -0.00265767
9586     EOG    -0.04784816
10093    EOG    -0.03673951
10511    EOG    -0.00543448
10789    EOG     0.08993128
11002    EOG    -0.02665074
11726    EOG    -0.12280777
12153    EOG     0.02902892
12620    EOG    -0.02136858
13197    EOG    -0.00163577
13416    EOG     0.04531470
13821    EOG    -0.07956324
14556    EOG    -0.00918476
14789    EOG    -0.02917979
15248    EOG     0.02023613
15485    EOG     0.02079077
17291    EOG     0.01146903
17703    EOG    -0.04784155
18080    EOG    -0.00279576
19275    EOG     0.00980352
20811    EOG    -0.02324353
21652    EOG    -0.06213722
22315    EOG    -0.00880963
22472    EOG    -0.00744008

EQIX
      ticker  signal_return
933     EQIX    -0.00663719
1070    EQIX    -0.01546663
1988    EQIX    -0.00474424
2299    EQIX     0.00926488
2668    EQIX     0.02130566
3452    EQIX     0.03149731
4126    EQIX    -0.00734385
4361    EQIX     0.01990164
4491    EQIX     0.01077296
4787    EQIX     0.00037638
5581    EQIX    -0.03361164
6082    EQIX     0.00778744
6258    EQIX     0.03045972
7055    EQIX     0.01391179
7374    EQIX     0.01965847
7655    EQIX    -0.01759194
7804    EQIX    -0.01775603
9170    EQIX    -0.03937138
9513    EQIX     0.03581932
9985    EQIX    -0.01443651
11003   EQIX     0.01027092
11914   EQIX    -0.01429266
12284   EQIX     0.02939262
12441   EQIX     0.00787067
13311   EQIX     0.01351570
13630   EQIX    -0.05847156
14168   EQIX    -0.08023726
14635   EQIX    -0.00706895
14918   EQIX     0.02843938
15667   EQIX     0.01732068
15812   EQIX    -0.00916932
15964   EQIX     0.03111245
16130   EQIX     0.00008123
16297   EQIX     0.02089499
16664   EQIX     0.00442627
17858   EQIX     0.00533769
18730   EQIX     0.02363032
19809   EQIX     0.00784715
19899   EQIX     0.00799628
21106   EQIX     0.01521363
21342   EQIX     0.01423922
21542   EQIX     0.02026256
21714   EQIX     0.00740268
21963   EQIX     0.01196003

EQR
      ticker  signal_return
1292     EQR    -0.02669423
2240     EQR    -0.01034365
2431     EQR     0.02401119
2646     EQR     0.02962538
2801     EQR    -0.00356567
3013     EQR    -0.02264505
3398     EQR     0.01358511
3854     EQR     0.02453612
4299     EQR    -0.03102395
4688     EQR     0.00695875
4940     EQR     0.00945817
5099     EQR     0.00321618
5252     EQR    -0.02872619
5513     EQR    -0.00781606
5795     EQR    -0.08576241
5860     EQR     0.00312753
6058     EQR    -0.01904199
6600     EQR    -0.00074091
6831     EQR    -0.00388909
7017     EQR    -0.01084486
7329     EQR     0.00351297
7623     EQR    -0.02594634
7805     EQR     0.01192609
8020     EQR     0.03254224
8181     EQR     0.01604279
8348     EQR    -0.03817257
9171     EQR    -0.04095965
9634     EQR    -0.00432316
10062    EQR     0.01428596
11448    EQR    -0.09476860
13312    EQR    -0.01524307
14169    EQR     0.00069247
14720    EQR    -0.00433921
14955    EQR    -0.01594887
16046    EQR     0.03199661
17780    EQR    -0.02546907
19607    EQR    -0.00935526
19777    EQR    -0.01609195
21214    EQR     0.00654922
21441    EQR    -0.00308499
22241    EQR     0.01354691
22473    EQR    -0.00334334

EQT
      ticker  signal_return
166      EQT    -0.02691731
1039     EQT    -0.02228007
2269     EQT    -0.02169948
2596     EQT     0.00104515
2779     EQT     0.04131742
3177     EQT    -0.00515841
3491     EQT    -0.01218767
3635     EQT     0.01045749
4941     EQT     0.01313794
5100     EQT     0.00608336
5253     EQT     0.01558201
5409     EQT    -0.00416057
6004     EQT    -0.01093854
6259     EQT     0.11123907
6962     EQT    -0.08513590
7916     EQT     0.03323812
7995     EQT    -0.00123993
9294     EQT     0.00059077
9403     EQT    -0.00719140
9786     EQT    -0.04198503
10314    EQT    -0.00615907
10588    EQT     0.03385426
10720    EQT     0.01726112
10888    EQT    -0.03876141
11727    EQT    -0.09270499
12022    EQT     0.02399653
12754    EQT     0.04513772
12868    EQT     0.02740842
13003    EQT     0.05067475
13140    EQT    -0.03052577
14721    EQT    -0.02614221
15202    EQT    -0.00290276
15559    EQT    -0.06046071
16159    EQT    -0.00707000
16341    EQT     0.00671356
17337    EQT    -0.00608715
18341    EQT     0.04719790
19541    EQT    -0.13801648
19855    EQT    -0.00433492
20107    EQT    -0.02701108
20581    EQT     0.01090340
20789    EQT     0.02497331
21653    EQT    -0.00919883
22277    EQT    -0.05482063
22565    EQT    -0.10579918

ES
      ticker  signal_return
9696      ES    -0.01011048
10122     ES     0.01271706
10267     ES    -0.01166572
10416     ES    -0.00000000
11158     ES     0.00160772
11351     ES     0.02080955
12257     ES     0.01664632
13822     ES    -0.00840181
13963     ES     0.03407106
14380     ES    -0.02602800
14585     ES     0.00105783
14722     ES     0.00936531
14956     ES    -0.02508565
15934     ES    -0.02783234
16546     ES     0.02793854
17438     ES     0.00343115
17573     ES    -0.00460873
17781     ES    -0.02555596
18129     ES     0.01204719
19622     ES     0.00561341
20237     ES    -0.01300686
20483     ES     0.03958266
20933     ES     0.00976110
22005     ES     0.02280285
22192     ES    -0.00385667
22499     ES    -0.01577848

ESRX
      ticker  signal_return
167     ESRX     0.00414277
1405    ESRX     0.00015005
1771    ESRX     0.01767922
2015    ESRX     0.03022970
2241    ESRX    -0.00456806
2694    ESRX     0.01092619
3500    ESRX    -0.00471437
3745    ESRX     0.05473641
5011    ESRX    -0.00121249
5481    ESRX     0.03415328
6832    ESRX     0.01357575
7118    ESRX     0.02559920
7330    ESRX     0.02031686
7587    ESRX    -0.02505500
7878    ESRX    -0.01418963
8052    ESRX    -0.02472154
8787    ESRX    -0.02085715
9934    ESRX    -0.03451341
10912   ESRX    -0.01119495
11611   ESRX     0.00413541
12677   ESRX    -0.07148805
13683   ESRX     0.10272877
14067   ESRX     0.02516134
15423   ESRX     0.03873700
16184   ESRX    -0.02716770
16782   ESRX     0.01793371
17557   ESRX    -0.00666854
17782   ESRX     0.01301844
17939   ESRX    -0.02199460
18629   ESRX    -0.04167583
18860   ESRX     0.01815461
20071   ESRX     0.00742504
20971   ESRX     0.01257292
21442   ESRX    -0.02777272

ESS
      ticker  signal_return
605      ESS    -0.00474082
829      ESS     0.00415776
1622     ESS     0.02414924
1772     ESS    -0.01992403
2597     ESS     0.04848841
3014     ESS    -0.02791812
3375     ESS    -0.02555362
3822     ESS     0.03005498
4261     ESS    -0.01572743
4753     ESS     0.00856202
4928     ESS     0.00855183
5059     ESS    -0.00167592
5193     ESS    -0.00957842
5762     ESS    -0.06525144
5861     ESS     0.00267884
6059     ESS    -0.00077969
6260     ESS    -0.05626845
6700     ESS     0.04244429
6902     ESS    -0.01096130
7741     ESS     0.01562755
7996     ESS     0.03760720
8145     ESS     0.01488162
9075     ESS     0.02208917
10063    ESS     0.01534058
11449    ESS    -0.08696811
11880    ESS    -0.02544933
12258    ESS     0.00414670
13176    ESS    -0.00848791
13313    ESS    -0.01997341
13964    ESS    -0.00066398
14109    ESS     0.03497492
15762    ESS    -0.05140253
16107    ESS     0.01845857
18180    ESS     0.00790667
18325    ESS     0.00514338
18486    ESS    -0.04149814
19608    ESS     0.01603810
19716    ESS    -0.00764203
21050    ESS    -0.01038315
21215    ESS    -0.00665243
21443    ESS     0.04169410
21654    ESS     0.00334782
21789    ESS     0.00741299
22193    ESS     0.02743557
22532    ESS    -0.01082631

ETFC
      ticker  signal_return
141     ETFC    -0.04804673
1079    ETFC    -0.00677969
1482    ETFC     0.00605896
1597    ETFC    -0.00214248
1691    ETFC     0.01658069
1915    ETFC     0.05304837
2051    ETFC     0.01657627
2754    ETFC     0.02626963
3015    ETFC     0.00473832
3191    ETFC    -0.01692507
5862    ETFC     0.02517735
6328    ETFC     0.02385799
7548    ETFC    -0.05513886
7806    ETFC     0.00618686
8491    ETFC     0.01295914
8801    ETFC     0.00189000
8946    ETFC     0.03658612
9076    ETFC    -0.01316979
9587    ETFC    -0.02584482
9764    ETFC    -0.00033506
10035   ETFC     0.00783038
11049   ETFC    -0.03589761
11537   ETFC    -0.00490105
12483   ETFC     0.00242761
12678   ETFC    -0.05264373
13492   ETFC     0.03404262
13863   ETFC     0.03598715
13965   ETFC     0.00430849
14170   ETFC    -0.03207340
15486   ETFC    -0.03741668
15965   ETFC     0.02097726
16070   ETFC    -0.06044689
16454   ETFC     0.00216591
17851   ETFC     0.04633618
18081   ETFC     0.01499687
18861   ETFC     0.10312543
19083   ETFC     0.01628416
19316   ETFC     0.00395816
19778   ETFC     0.00027237
20044   ETFC    -0.08825148
22380   ETFC     0.00297338

ETN
      ticker  signal_return
214      ETN    -0.00396320
830      ETN    -0.00769769
1146     ETN    -0.02176729
1356     ETN    -0.01532227
1659     ETN     0.03056948
1842     ETN    -0.01142569
2242     ETN    -0.05450364
2598     ETN    -0.01961696
4545     ETN     0.00520902
5194     ETN     0.02508646
5377     ETN    -0.02849953
6005     ETN     0.00585698
6136     ETN     0.02686872
6329     ETN    -0.00669795
7299     ETN     0.01059575
8615     ETN     0.01193133
9697     ETN     0.00739452
9794     ETN    -0.00054953
10512    ETN     0.00029886
10858    ETN     0.06274829
11493    ETN     0.07210329
12869    ETN     0.00984889
13221    ETN    -0.05571655
13579    ETN     0.02700360
14348    ETN    -0.01695993
14447    ETN     0.00653037
14611    ETN     0.06041667
14846    ETN    -0.01588091
16455    ETN    -0.03787435
16851    ETN    -0.01432983
17292    ETN     0.02638278
17404    ETN     0.00103451
18676    ETN    -0.04669031
18936    ETN    -0.05859793
19542    ETN    -0.02136865
19995    ETN     0.00182469
20313    ETN    -0.00430287
20516    ETN     0.01015516
20934    ETN    -0.01938627
21161    ETN     0.00678781
21444    ETN     0.00768083

ETR
      ticker  signal_return
740      ETR    -0.02200852
1431     ETR    -0.00257732
1598     ETR    -0.00569339
2725     ETR     0.02317186
3259     ETR     0.00934586
3344     ETR     0.03368213
3470     ETR     0.02504351
3894     ETR    -0.00066915
4034     ETR    -0.00619197
4162     ETR     0.03996899
4546     ETR     0.01239634
4754     ETR    -0.04509982
5290     ETR     0.01745197
6289     ETR    -0.00845058
6677     ETR     0.02262976
7152     ETR    -0.03135660
7673     ETR     0.02986998
7917     ETR    -0.03798282
8657     ETR    -0.01455484
8899     ETR     0.03898899
10123    ETR     0.01974439
10455    ETR    -0.03410306
11218    ETR    -0.01720317
11728    ETR     0.00868709
11853    ETR     0.01872804
13966    ETR     0.02436072
14349    ETR    -0.02462168
14599    ETR     0.03614930
14790    ETR    -0.00126759
14957    ETR    -0.03216614
16665    ETR    -0.00579426
17979    ETR    -0.05533915
18103    ETR     0.02499295
18529    ETR     0.01196952
18773    ETR     0.03729222
20448    ETR     0.02590227
20639    ETR    -0.02189195
22061    ETR     0.03010980

EVHC
      ticker  signal_return
1454    EVHC     0.01061018
1543    EVHC     0.04572766
1641    EVHC     0.04605595
1916    EVHC    -0.01160993
4406    EVHC     0.00389430
6524    EVHC    -0.05499464
8053    EVHC    -0.06726625
8828    EVHC    -0.00478724
9151    EVHC    -0.00868084
9404    EVHC    -0.01669657
11159   EVHC    -0.01574836
12052   EVHC    -0.00493287
12371   EVHC    -0.10137621
13684   EVHC    -0.05556985
14110   EVHC     0.05186724
16071   EVHC     0.09660598
17321   EVHC     0.02811977
17439   EVHC    -0.00283688
18583   EVHC    -0.07016057
19370   EVHC    -1.07161122
21010   EVHC    -0.02873442
21162   EVHC    -0.00959161
21297   EVHC     0.06443622

EW
      ticker  signal_return
466       EW     0.04416871
656       EW    -0.00181512
934       EW     0.05791296
2110      EW     0.01415595
3544      EW    -0.01567781
3938      EW     0.00746707
4730      EW    -0.00490617
5254      EW     0.02267381
5461      EW     0.01747266
5582      EW    -0.00446792
5822      EW     0.01921525
5950      EW    -0.00650582
6221      EW    -0.01508782
6678      EW     0.03500862
6963      EW     0.00789944
7119      EW     0.01016758
7331      EW     0.00648250
8094      EW    -0.05180305
9077      EW    -0.01723596
9558      EW     0.04761303
10635     EW     0.03215969
10823     EW     0.01145739
12532     EW     0.00012726
12890     EW     0.02332253
13685     EW    -0.03918987
14081     EW    -0.05608947
14315     EW     0.01341686
14398     EW    -0.02762231
15129     EW     0.00862279
15249     EW    -0.00425572
16456     EW    -0.02610363
17108     EW     0.04714071
17500     EW    -0.02408722
17959     EW     0.01076670
18530     EW     0.06057820
19012     EW    -0.02969670
19162     EW     0.02608999
19317     EW    -0.09176663
19820     EW    -0.03437470
21482     EW     0.00511043
21823     EW     0.00580170
22194     EW     0.00636918
22533     EW    -0.00438523

EXC
      ticker  signal_return
378      EXC    -0.03304414
554      EXC     0.02750526
1406     EXC    -0.00658860
1958     EXC    -0.02045061
2625     EXC     0.00759830
2780     EXC     0.02162067
3178     EXC     0.05975194
3327     EXC     0.03483233
3471     EXC     0.01286012
3591     EXC    -0.00636680
3746     EXC    -0.00742271
3895     EXC    -0.04592431
4183     EXC     0.01562532
4964     EXC     0.02027096
5101     EXC     0.00980245
5255     EXC    -0.00546713
5979     EXC    -0.02084938
6290     EXC    -0.05448595
6780     EXC     0.01996290
6992     EXC    -0.05592999
7807     EXC     0.02675920
8553     EXC     0.03214056
8960     EXC    -0.00371173
10456    EXC    -0.00062422
10967    EXC    -0.01303882
11854    EXC     0.00569039
11979    EXC    -0.02395532
12941    EXC     0.02034470
13112    EXC    -0.03634011
13998    EXC     0.10671232
14507    EXC     0.04867500
14958    EXC    -0.03101686
16666    EXC    -0.00689943
16897    EXC    -0.01369884
17054    EXC    -0.00348106
17783    EXC    -0.01279208
18104    EXC     0.00827337
18937    EXC    -0.04215929
19504    EXC     0.04376503
20582    EXC    -0.02340243
21543    EXC     0.00840950
21739    EXC    -0.03674938
22143    EXC     0.00822824
22500    EXC    -0.01576548

EXPD
      ticker  signal_return
24      EXPD     0.01089263
789     EXPD    -0.02205570
2379    EXPD     0.02934914
2912    EXPD    -0.01120175
3924    EXPD     0.05619833
4035    EXPD    -0.00803043
5219    EXPD     0.05338049
5378    EXPD    -0.01378787
6168    EXPD     0.00707074
6330    EXPD    -0.01645704
6903    EXPD    -0.00293288
7300    EXPD     0.01297928
8802    EXPD     0.00427284
10670   EXPD    -0.01540725
11413   EXPD    -0.02215930
12222   EXPD    -0.00618209
12372   EXPD    -0.01819311
13222   EXPD    -0.01340238
13362   EXPD     0.02911380
14636   EXPD     0.00870111
15560   EXPD    -0.05658611
17238   EXPD    -0.00449439
18370   EXPD    -0.01884201
19163   EXPD     0.01325885
19318   EXPD     0.05395878
20449   EXPD     0.00441502
20683   EXPD    -0.02438714
21594   EXPD     0.01247572
21757   EXPD     0.01689005

EXPE
      ticker  signal_return
948     EXPE    -0.00093319
1104    EXPE    -0.00327065
1314    EXPE     0.01742204
1642    EXPE     0.04162313
1843    EXPE     0.00245967
1989    EXPE    -0.03012019
2647    EXPE     0.03536455
2822    EXPE    -0.01391195
4508    EXPE    -0.01767657
4788    EXPE    -0.00758003
5331    EXPE    -0.02287388
5514    EXPE     0.02229721
5698    EXPE    -0.02709384
6470    EXPE    -0.01184987
7153    EXPE    -0.02939700
7521    EXPE    -0.02521760
8536    EXPE    -0.13903024
8788    EXPE    -0.02749866
9172    EXPE    -0.02352553
9295    EXPE     0.01232423
9663    EXPE     0.01046720
9765    EXPE    -0.00347390
9919    EXPE     0.03646192
11160   EXPE    -0.00329924
12533   EXPE    -0.02210609
13493   EXPE     0.06420759
13759   EXPE    -0.02356218
13937   EXPE     0.03299079
14171   EXPE    -0.14147528
16457   EXPE    -0.05682533
16984   EXPE     0.00008533
17170   EXPE    -0.04949889
17925   EXPE    -0.02760270
18342   EXPE     0.05460733
18630   EXPE    -0.05007860
19664   EXPE     0.00777874
19729   EXPE    -0.04503934
20890   EXPE     0.01959475
21394   EXPE     0.01817292
21595   EXPE     0.00294551
21824   EXPE    -0.00357231
22062   EXPE     0.00568670
22278   EXPE    -0.02457765
22621   EXPE    -0.02592528

EXR
      ticker  signal_return
168      EXR     0.00498214
486      EXR     0.01393099
1279     EXR    -0.01673375
2432     EXR     0.00527822
2648     EXR     0.02531781
2966     EXR    -0.01787780
3592     EXR     0.02047582
3747     EXR     0.01481220
4300     EXR    -0.01551646
4589     EXR    -0.01972157
5559     EXR    -0.03447653
5863     EXR    -0.01468455
6525     EXR     0.02029341
6629     EXR     0.00690452
6833     EXR     0.00103111
7332     EXR     0.01390191
7997     EXR     0.04075051
8146     EXR     0.03294916
9173     EXR    -0.03289577
9821     EXR    -0.00155995
11134    EXR     0.03388324
11305    EXR     0.03568332
12308    EXR     0.01485021
12870    EXR     0.00971872
12964    EXR     0.00975278
13160    EXR     0.02306527
13314    EXR     0.01025537
14172    EXR    -0.05652062
14959    EXR    -0.00377135
16898    EXR    -0.01645160
17253    EXR    -0.00851273
17501    EXR     0.01132769
17852    EXR     0.00224071
18181    EXR    -0.02175014
18584    EXR     0.00241118
19128    EXR    -0.02965196
19717    EXR     0.01311916
21279    EXR    -0.01869917
21629    EXR    -0.00438417

F
      ticker  signal_return
1692       F     0.02065922
2457       F    -0.00066823
4163       F     0.00842871
4362       F    -0.03091804
4731       F     0.00231214
4918       F     0.02100560
5809       F     0.00663653
6111       F     0.03982977
6261       F     0.02295653
8571       F     0.00743037
8829       F    -0.02950429
9698       F    -0.00192988
10094      F    -0.01516679
10671      F    -0.02610038
11612      F     0.00869571
12259      F     0.02337769
13417      F     0.07193935
15607      F    -0.05619866
16458      F    -0.01584819
16985      F     0.01801603
18703      F    -0.01566612
19444      F    -0.04142835
21011      F     0.00599060
21172      F     0.00266785
21257      F    -0.03386584
21596      F    -0.02173999
21890      F    -0.01841673

FAST
      ticker  signal_return
169     FAST    -0.02488929
366     FAST    -0.09482495
989     FAST    -0.10260207
1773    FAST    -0.04374625
2511    FAST    -0.03339401
3062    FAST     0.00553904
3179    FAST    -0.01575154
3418    FAST    -0.00922208
4942    FAST     0.01726630
5332    FAST    -0.00835125
6389    FAST     0.03468003
7488    FAST    -0.00476707
8492    FAST     0.00059231
8933    FAST    -0.01495541
10770   FAST    -0.00799520
10943   FAST    -0.02064397
11538   FAST     0.01020938
11980   FAST     0.00328318
12115   FAST    -0.09479788
12567   FAST     0.00816533
13760   FAST     0.02282285
14082   FAST    -0.03554267
14350   FAST    -0.00154440
14448   FAST    -0.00278761
14723   FAST     0.02930080
15903   FAST    -0.03466513
16243   FAST    -0.02381600
16547   FAST    -0.03859000
17033   FAST    -0.02274852
17784   FAST     0.01240095
18312   FAST     0.00359067
18938   FAST     0.00089008
19164   FAST     0.03172148
19380   FAST     0.00656547
19880   FAST    -0.00530193
20763   FAST    -0.01949379
21232   FAST     0.01787319
21891   FAST    -0.03118707

FB
      ticker  signal_return
25        FB     0.00420960
215       FB     0.09158622
296       FB    -0.00391084
606       FB     0.00449095
1660      FB     0.05496863
2433      FB     0.01752723
2649      FB     0.04216438
2823      FB     0.01747787
3063      FB    -0.00968910
4438      FB    -0.02105017
4689      FB    -0.01478853
5079      FB     0.07653401
5796      FB    -0.04342520
6112      FB    -0.01846049
6654      FB    -0.07697603
7842      FB    -0.02776054
9152      FB     0.00313707
10391     FB    -0.02436125
10744     FB     0.08312852
12309     FB     0.05242498
12484     FB    -0.00249832
12654     FB    -0.00682722
13494     FB    -0.00458506
13967     FB     0.01256847
17704     FB    -0.01961610
18440     FB    -0.00592347
18731     FB    -0.00664454
19013     FB    -0.05650648
19942     FB     0.00731645
20132     FB     0.00725427
20517     FB     0.00950508
20866     FB     0.00753691
21107     FB    -0.00562392
21343     FB     0.02675974
21544     FB    -0.00006656
22242     FB    -0.02645186

FBHS
      ticker  signal_return
170     FBHS    -0.05564916
1455    FBHS    -0.05312220
1807    FBHS     0.01565806
2081    FBHS    -0.00492770
3276    FBHS    -0.02600050
3748    FBHS    -0.02106397
4018    FBHS    -0.05249469
5195    FBHS    -0.04467640
5442    FBHS     0.03260253
5741    FBHS     0.00022813
7234    FBHS    -0.00228726
8754    FBHS    -0.03268909
10968   FBHS     0.01935680
11327   FBHS     0.04861515
11475   FBHS    -0.11663096
12568   FBHS    -0.02469261
12808   FBHS     0.02932354
13004   FBHS    -0.03978825
13495   FBHS     0.03003597
14847   FBHS     0.00000000
14960   FBHS    -0.00969487
15250   FBHS     0.00373198
16783   FBHS     0.01777825
17171   FBHS    -0.00597017
17910   FBHS    -0.04479271
18237   FBHS     0.01191995
18393   FBHS     0.01363870
20612   FBHS    -0.00533978
20836   FBHS     0.02822701
21182   FBHS    -0.00567492
21371   FBHS     0.01453881
22637   FBHS    -0.01233925

FCX
      ticker  signal_return
26       FCX     0.05106482
607      FCX     0.07491022
899      FCX    -0.01308954
2337     FCX     0.01104645
2512     FCX    -0.03633317
3679     FCX     0.00704849
3838     FCX    -0.02245320
3993     FCX    -0.03200273
4656     FCX     0.01268283
4789     FCX     0.05773114
5763     FCX     0.02252478
6006     FCX     0.02348743
6169     FCX    -0.01308838
6331     FCX     0.01918677
6724     FCX     0.04365353
6924     FCX    -0.05136701
7375     FCX     0.03178474
7588     FCX     0.17811236
8147     FCX    -0.06607150
8387     FCX    -0.04873549
9559     FCX     0.02911351
10568    FCX     0.12087589
10889    FCX     0.28039968
11219    FCX     0.07717846
11494    FCX     0.20582269
12166    FCX     0.00775587
12783    FCX     0.01078501
13005    FCX     0.11348195
13141    FCX     0.03464914
13496    FCX     0.28946619
14351    FCX    -0.03856519
14473    FCX     0.01986820
14791    FCX    -0.07523776
15384    FCX    -0.04513325
15617    FCX    -0.17180562
17881    FCX    -0.07279516
18826    FCX     0.14596412
19129    FCX     0.03121013
19943    FCX    -0.02197891
20777    FCX     0.02671015
21655    FCX    -0.00000000
21927    FCX    -0.03567146

FDX
      ticker  signal_return
171      FDX    -0.02332366
524      FDX     0.07698880
963      FDX    -0.01556801
1245     FDX    -0.01146103
1774     FDX     0.00237962
2513     FDX    -0.00339349
4103     FDX     0.01924819
4547     FDX     0.01644675
4790     FDX    -0.00698060
5012     FDX    -0.01107287
5897     FDX     0.02136587
6113     FDX    -0.01829433
6701     FDX     0.01191278
6925     FDX     0.01395017
7235     FDX     0.01840125
7456     FDX    -0.00902111
9216     FDX    -0.00488438
10064    FDX     0.01325108
10225    FDX    -0.03490384
10672    FDX    -0.01273372
11004    FDX    -0.04357975
11539    FDX     0.04728304
12679    FDX    -0.02664827
12844    FDX     0.00451992
13418    FDX     0.07736462
13761    FDX     0.00695765
14792    FDX     0.00808671
15251    FDX     0.00107585
16355    FDX     0.04075278
17470    FDX    -0.00997844
17960    FDX     0.00910372
18795    FDX     0.03353856
19108    FDX     0.01452374
19381    FDX     0.01804271
19579    FDX    -0.01140697
22243    FDX     0.01606833
22404    FDX     0.00871289
22590    FDX     0.02258799

FE
      ticker  signal_return
1080      FE    -0.09076337
1246      FE     0.06162950
1432      FE     0.01313598
1522      FE    -0.00342306
1633      FE    -0.02798690
2270      FE     0.01782578
3260      FE     0.03675896
3704      FE    -0.03853985
4240      FE     0.00664262
5333      FE    -0.05190478
5764      FE    -0.01163480
5898      FE    -0.01709939
6526      FE    -0.00989128
6679      FE     0.02907418
7589      FE    -0.00400374
7742      FE     0.03071697
7936      FE    -0.06119199
8216      FE     0.01045348
8716      FE     0.00722627
8900      FE     0.00409118
9681      FE    -0.03763733
10247     FE    -0.00385357
10457     FE    -0.01059492
10969     FE    -0.01960847
11414     FE    -0.02326363
11810     FE     0.02360556
12680     FE    -0.04375385
13042     FE    -0.04232119
13999     FE     0.02985634
14535     FE     0.03245374
16784     FE     0.00470850
17055     FE    -0.04452646
18130     FE     0.01304712
20583     FE    -0.01810852
21545     FE     0.02542032
21928     FE    -0.02455402

FFIV
      ticker  signal_return
949     FFIV     0.01414259
2111    FFIV     0.06510895
2300    FFIV     0.07026048
2695    FFIV    -0.02352413
3749    FFIV    -0.01445434
5539    FFIV     0.03149350
5699    FFIV    -0.02170852
5844    FFIV     0.01197997
6390    FFIV    -0.05970706
7102    FFIV    -0.00116455
7272    FFIV    -0.01143134
7489    FFIV    -0.00183444
7902    FFIV    -0.03601957
8287    FFIV    -0.00510160
9514    FFIV    -0.00310940
9822    FFIV    -0.00550100
11080   FFIV    -0.00121729
12516   FFIV     0.00437000
12722   FFIV     0.03179076
13096   FFIV     0.00121212
13497   FFIV    -0.02516532
13864   FFIV    -0.05741758
14173   FFIV    -0.01497017
14557   FFIV    -0.01437868
14848   FFIV     0.01059754
15561   FFIV    -0.05726847
15857   FFIV    -0.00635576
15966   FFIV     0.00779356
16072   FFIV     0.07673379
17322   FFIV    -0.01519460
18585   FFIV     0.05075494
18862   FFIV     0.01746059
20045   FFIV    -0.00544432
20972   FFIV    -0.00862865
21518   FFIV     0.00449865

FIS
      ticker  signal_return
741      FIS     0.02736515
1184     FIS     0.01223619
1643     FIS     0.02351689
1889     FIS    -0.00640062
2514     FIS    -0.08169408
2755     FIS     0.00498110
2886     FIS     0.00599294
3016     FIS    -0.02851955
4363     FIS    -0.01794007
4690     FIS    -0.00653241
4850     FIS     0.00270197
4965     FIS     0.00674479
5256     FIS    -0.03570533
5583     FIS    -0.01069904
5742     FIS    -0.00572372
6391     FIS     0.01634205
7084     FIS     0.00672271
7301     FIS     0.02095003
7743     FIS    -0.00125885
8493     FIS     0.01018213
8616     FIS     0.03692864
9635     FIS    -0.02481360
11135    FIS    -0.01792739
11376    FIS     0.01556725
12485    FIS    -0.10491794
12621    FIS    -0.03115231
12942    FIS     0.00251612
13074    FIS     0.01869597
13198    FIS    -0.02033296
14174    FIS    -0.04552185
14637    FIS    -0.00015193
15093    FIS    -0.01597057
15385    FIS     0.00775728
15639    FIS     0.06539406
15763    FIS    -0.02356596
16047    FIS     0.00879419
16785    FIS     0.00668548
16986    FIS     0.03514437
18586    FIS    -0.01180746
19197    FIS    -0.04227347
19881    FIS     0.00527176
20266    FIS     0.01194081
20450    FIS     0.00704399
21445    FIS    -0.00718050
22063    FIS     0.01523020

FISV
      ticker  signal_return
172     FISV    -0.01497312
555     FISV     0.01578451
864     FISV    -0.01473393
1247    FISV     0.01371638
1456    FISV    -0.02255494
1808    FISV     0.01123990
3799    FISV     0.01486106
5060    FISV    -0.00318624
5515    FISV     0.01577542
5725    FISV     0.00368268
6725    FISV     0.02771235
7085    FISV     0.00085227
7376    FISV    -0.00167997
7843    FISV    -0.00526463
8325    FISV    -0.02087531
8494    FISV     0.02469422
8617    FISV     0.00761908
9129    FISV    -0.02549767
10315   FISV     0.02613982
10745   FISV     0.01198439
11450   FISV    -0.10153303
12186   FISV    -0.00339969
12310   FISV     0.02952950
12486   FISV    -0.00883903
13363   FISV     0.01758386
14352   FISV    -0.02366424
14724   FISV     0.00389553
15035   FISV    -0.00313972
15734   FISV     0.00606150
16073   FISV     0.00644892
16667   FISV     0.00879046
16816   FISV    -0.00036271
17440   FISV    -0.02509127
17785   FISV     0.01072746
18587   FISV    -0.01395897
19084   FISV     0.02044444
19646   FISV    -0.01729363
19790   FISV     0.00427021
20451   FISV     0.03164265
20684   FISV     0.00289905
21372   FISV     0.00623055
22064   FISV     0.00951132

FITB
      ticker  signal_return
269     FITB    -0.01901380
400     FITB    -0.02965438
1081    FITB    -0.00350438
2082    FITB     0.00092851
2271    FITB    -0.04526082
3064    FITB     0.01475547
3234    FITB    -0.02998269
3636    FITB     0.01018685
3869    FITB    -0.02531781
4019    FITB    -0.01232453
4983    FITB    -0.04948006
5357    FITB     0.00356688
6471    FITB     0.04762171
7549    FITB    -0.04409929
8095    FITB     0.03050345
8261    FITB     0.01784220
9493    FITB     0.01657080
9664    FITB    -0.00148331
9823    FITB    -0.00778782
10174   FITB     0.01113360
10364   FITB    -0.03544170
11613   FITB    -0.00829672
12681   FITB    -0.03982607
12965   FITB    -0.04824322
13580   FITB     0.07128774
13865   FITB     0.06951154
14175   FITB    -0.05136086
15300   FITB     0.04413292
16074   FITB    -0.02997858
16548   FITB    -0.03448276
17293   FITB    -0.02378602
17627   FITB    -0.00696867
17882   FITB     0.01800097
18419   FITB     0.03735261
18863   FITB     0.08154987
19130   FITB    -0.01795521
19505   FITB     0.00812112
19647   FITB    -0.01413323
20685   FITB    -0.04919024
21012   FITB    -0.01316071

FL
      ticker  signal_return
900       FL    -0.00772205
1040      FL     0.03292592
1185      FL    -0.01001497
1357      FL     0.01812582
1693      FL     0.02466216
2925      FL     0.00924725
3097      FL    -0.03102040
3345      FL    -0.03796140
3961      FL     0.00266639
4301      FL    -0.00664588
4732      FL     0.00845879
5540      FL     0.06356374
5650      FL     0.01741928
5899      FL    -0.03046988
8961      FL     0.03215391
9174      FL    -0.01364935
9257      FL    -0.03292084
9893      FL    -0.00063062
10392     FL     0.01746243
10589     FL     0.01431517
10746     FL    -0.00323900
11220     FL     0.02192435
11451     FL    -0.08892864
12023     FL    -0.06658214
12417     FL    -0.06305377
12732     FL     0.01719426
14025     FL    -0.06873448
15184     FL    -0.05429055
15836     FL     0.04794645
16298     FL     0.00300639
17388     FL     0.11352143
18939     FL    -0.00391664
19382     FL     0.01991605
20072     FL    -0.02224737
20812     FL    -0.01329010
21929     FL     0.16624146
22244     FL     0.05780726
22474     FL     0.10634950

FLIR
      ticker  signal_return
525     FLIR    -0.01527277
1917    FLIR     0.08894749
2272    FLIR    -0.06000292
2967    FLIR     0.03000802
3346    FLIR    -0.01511364
4020    FLIR    -0.02281382
5041    FLIR    -0.06169094
6032    FLIR     0.02644990
6170    FLIR     0.02648285
6392    FLIR    -0.01456336
8096    FLIR     0.00957261
8537    FLIR    -0.02866724
9432    FLIR    -0.01451692
10700   FLIR    -0.01844585
10913   FLIR    -0.01932105
11328   FLIR    -0.04540422
11614   FLIR     0.00628055
12487   FLIR    -0.04913796
12809   FLIR     0.01904819
12943   FLIR    -0.02283733
13728   FLIR    -0.04231989
14176   FLIR    -0.09201094
14449   FLIR    -0.01102547
14876   FLIR    -0.00691836
15036   FLIR    -0.03279969
15870   FLIR    -0.03893279
16549   FLIR    -0.06264540
16786   FLIR     0.00720667
16987   FLIR    -0.01286388
18281   FLIR     0.01892588
18531   FLIR     0.01199092
18864   FLIR     0.05523054
19276   FLIR     0.01190325
19506   FLIR    -0.00355337
20359   FLIR    -0.07555014
21446   FLIR    -0.00776131
21848   FLIR    -0.02734022
22118   FLIR    -0.00637452

FLR
      ticker  signal_return
27       FLR     0.04027978
216      FLR     0.00808479
608      FLR     0.01745108
1147     FLR    -0.03683610
1844     FLR    -0.01043182
2156     FLR     0.00779948
2515     FLR    -0.04776356
4036     FLR    -0.01208187
5379     FLR    -0.01957064
5823     FLR     0.00815047
6007     FLR     0.01721770
6171     FLR     0.00945417
6393     FLR     0.01006961
7640     FLR    -0.00000000
8148     FLR    -0.01743643
8388     FLR    -0.04017057
9405     FLR    -0.01680712
10124    FLR     0.01047887
10268    FLR    -0.02350497
10513    FLR     0.00834128
10673    FLR    -0.00395883
10859    FLR     0.04495825
11161    FLR    -0.01507300
11615    FLR    -0.01500801
12569    FLR    -0.00386062
13581    FLR     0.03236680
14558    FLR    -0.00115987
14725    FLR     0.02922651
15562    FLR    -0.02369347
16550    FLR    -0.05543512
17911    FLR    -0.01145207
18774    FLR    -0.09226171
19165    FLR     0.01727418
19507    FLR    -0.01783670
20397    FLR    -0.04969310
21063    FLR    -0.02268020
21698    FLR     0.03312889
21892    FLR    -0.00523447
22591    FLR    -0.03590244

FLS
      ticker  signal_return
173      FLS    -0.00544699
657      FLS     0.10252514
1644     FLS     0.03258835
1845     FLS     0.01175648
2824     FLS    -0.00037228
3705     FLS    -0.02225631
6083     FLS     0.01492247
6222     FLS     0.07047926
6472     FLS    -0.05036407
7377     FLS    -0.05002699
7641     FLS     0.02317519
8389     FLS    -0.06642499
10095    FLS     0.00183520
10269    FLS    -0.01545223
10458    FLS     0.00399734
10674    FLS     0.01345807
10914    FLS     0.04714249
11182    FLS    -0.06556595
11616    FLS     0.00044494
13223    FLS    -0.04043543
13498    FLS     0.05494450
13762    FLS     0.00250243
14536    FLS     0.02351469
14793    FLS    -0.03677811
15563    FLS    -0.03142509
16131    FLS    -0.02217474
16551    FLS    -0.02684571
18326    FLS    -0.00091512
18631    FLS     0.02058474
19319    FLS     0.02339520
19543    FLS    -0.07048553
20547    FLS    -0.00532993
20837    FLS    -0.03690456
22592    FLS    -0.03568621

FMC
      ticker  signal_return
28       FMC     0.01285419
217      FMC    -0.00076599
487      FMC     0.01606626
742      FMC    -0.01705510
1248     FMC    -0.02945761
1861     FMC    -0.02237949
2157     FMC    -0.02121919
2458     FMC    -0.01252215
2968     FMC     0.00890041
3116     FMC    -0.04077186
4929     FMC     0.01076061
5257     FMC     0.03368548
5410     FMC    -0.02796311
5810     FMC     0.01241861
5921     FMC     0.02963548
6084     FMC     0.01983337
6262     FMC     0.04007958
8097     FMC    -0.02220416
8513     FMC     0.01883535
8658     FMC     0.00094177
10125    FMC     0.01817741
10270    FMC    -0.00581186
10417    FMC     0.03015144
10614    FMC     0.00238854
11005    FMC    -0.01494424
11396    FMC     0.01255700
11617    FMC     0.05148196
11943    FMC     0.10367193
12053    FMC    -0.08230191
12810    FMC    -0.00699630
13499    FMC     0.01040943
15424    FMC     0.02992168
15651    FMC    -0.00381114
16108    FMC     0.01644540
18732    FMC     0.06038204
19277    FMC     0.03673668
19508    FMC    -0.01210689
19910    FMC     0.02359605
21135    FMC     0.07806213
22195    FMC     0.00157501

FOX
      ticker  signal_return
339      FOX    -0.04581874
609      FOX     0.01795068
1523     FOX     0.00974697
2301     FOX    -0.00898306
3962     FOX    -0.03135424
4302     FOX    -0.02276427
5220     FOX     0.03171849
5726     FOX    -0.01878164
6473     FOX    -0.03989679
7273     FOX     0.03815953
7522     FOX    -0.01112668
7808     FOX     0.01180430
8390     FOX    -0.03283968
9196     FOX    -0.04425501
11260    FOX     0.05542315
11729    FOX    -0.02972151
12418    FOX     0.01500844
12570    FOX    -0.04638227
13246    FOX    -0.00036238
13348    FOX     0.04891871
14177    FOX    -0.04345910
14559    FOX     0.00035543
15094    FOX    -0.01174452
15203    FOX     0.02085511
15487    FOX    -0.02070059
16459    FOX    -0.02764134
17471    FOX     0.02828154
17574    FOX     0.01005034
17786    FOX    -0.01388435
18532    FOX    -0.02946454
18733    FOX    -0.01353102
19085    FOX     0.01605171
19509    FOX    -0.03902410
19944    FOX     0.04013697
20133    FOX    -0.04652002
21079    FOX     0.01018793
21630    FOX     0.02391690
21849    FOX     0.02162650

FOXA
      ticker  signal_return
340     FOXA    -0.04637989
610     FOXA     0.02474946
1949    FOXA    -0.06164254
2338    FOXA    -0.01743585
3963    FOXA    -0.03087823
4303    FOXA    -0.01902155
5196    FOXA     0.02938630
5358    FOXA    -0.11486789
5727    FOXA    -0.01725917
7302    FOXA     0.01869720
7523    FOXA    -0.01378040
7809    FOXA     0.01290008
8262    FOXA     0.01037507
8437    FOXA    -0.01258632
9736    FOXA    -0.01663932
11261   FOXA     0.05937227
11730   FOXA    -0.02701367
12517   FOXA    -0.02717060
13364   FOXA     0.02706474
14178   FOXA    -0.04064304
14560   FOXA    -0.00287150
15095   FOXA     0.00000000
15204   FOXA     0.03390155
15488   FOXA    -0.02189988
16460   FOXA    -0.01199166
17267   FOXA    -0.02202988
17472   FOXA     0.02054453
17787   FOXA    -0.02139130
18533   FOXA    -0.02182740
18734   FOXA    -0.02004806
19086   FOXA     0.01563642
19510   FOXA    -0.02295704
20046   FOXA     0.01472969
21080   FOXA     0.00780644
21631   FOXA     0.03452263
21850   FOXA     0.02219026

FRT
      ticker  signal_return
556      FRT     0.00320241
964      FRT    -0.02927313
1623     FRT    -0.00417371
2302     FRT     0.00620114
2626     FRT    -0.00845101
3347     FRT    -0.00515623
3593     FRT     0.00412513
3750     FRT     0.00772336
3896     FRT    -0.01117236
4213     FRT    -0.00522628
4904     FRT     0.00309019
5541     FRT    -0.00544960
5864     FRT    -0.00401695
6060     FRT    -0.01024521
6630     FRT     0.03120997
6781     FRT     0.02322354
7844     FRT     0.00204275
7998     FRT     0.01784809
8217     FRT     0.02492256
9175     FRT    -0.02561984
9636     FRT    -0.00246572
10514    FRT    -0.04922216
10824    FRT    -0.02004579
11183    FRT    -0.03104138
11811    FRT    -0.01201144
12134    FRT     0.01732629
12311    FRT    -0.01414235
12571    FRT    -0.03170493
13300    FRT    -0.01460825
13902    FRT     0.00358661
14726    FRT    -0.01765691
16625    FRT     0.03633246
17197    FRT    -0.03154722
17788    FRT    -0.00400543
18105    FRT     0.01592846
18588    FRT     0.04165189
20750    FRT     0.07058190
21790    FRT    -0.00127480
22279    FRT    -0.04190906

FTI
      ticker  signal_return
508      FTI    -0.00120555
790      FTI     0.02616315
965      FTI     0.01317910
1124     FTI     0.00800251
1407     FTI    -0.00620478
3098     FTI    -0.03670838
3399     FTI    -0.01154790
3666     FTI    -0.01834914
4548     FTI     0.03085799
5131     FTI    -0.01674814
5743     FTI    -0.00889981
6172     FTI    -0.00617806
6332     FTI     0.00998735
7378     FTI     0.01603748
7590     FTI     0.04817733
8021     FTI     0.05094480
8182     FTI     0.02232120
8391     FTI    -0.06709262
9637     FTI    -0.04546237
10615    FTI     0.03850687
10790    FTI     0.10892558
10970    FTI    -0.02728139
11495    FTI     0.02823415
13113    FTI     0.01990637
13419    FTI     0.09107717
13763    FTI     0.03982920
15205    FTI     0.05001042
15564    FTI    -0.06184035
16299    FTI    -0.07380700
16552    FTI    -0.06806424
17218    FTI    -0.07251284
17502    FTI    -0.02707144
18056    FTI     0.04764381
18238    FTI     0.01300573
18420    FTI    -0.01101602
18865    FTI     0.03776243
19383    FTI    -0.00635449
19751    FTI    -0.00163488
20199    FTI     0.00563558
21519    FTI    -0.02679023
22065    FTI     0.01301834
22316    FTI    -0.00565373
22475    FTI     0.03420080

FTV
      ticker  signal_return
18487    FTV    -0.05224234
18940    FTV     0.00551979
19166    FTV    -0.00688658
20267    FTV     0.00646799
20686    FTV    -0.01264110
20935    FTV    -0.02047622
21209    FTV    -0.01203940
21395    FTV     0.01470496
22534    FTV    -0.01055091

GD
      ticker  signal_return
117       GD    -0.00181839
1315      GD     0.00612827
1694      GD     0.01369521
1862      GD    -0.00570043
2273      GD    -0.00644319
2650      GD     0.02051939
2802      GD     0.01395112
2989      GD    -0.00180979
3964      GD    -0.00026124
4127      GD     0.01712794
4304      GD    -0.02030569
5160      GD    -0.03954345
5560      GD     0.00412172
5824      GD     0.00641479
5951      GD    -0.03358686
6655      GD     0.05920651
6834      GD     0.00271526
7086      GD     0.00726108
9021      GD    -0.02846478
9749      GD    -0.01100199
10226     GD     0.02595205
10825     GD    -0.02489472
11100     GD    -0.00093402
13365     GD     0.03576084
13686     GD     0.03734104
15565     GD    -0.01529640
15764     GD    -0.00488460
16553     GD    -0.04500798
17144     GD     0.00801526
17353     GD     0.00985424
17680     GD    -0.01308834
18019     GD    -0.01120369
18866     GD     0.02287173
19224     GD     0.03758104
20073     GD    -0.01097062
20398     GD     0.00164767
20687     GD    -0.01060644
20987     GD    -0.03020267
21447     GD     0.00428598
21964     GD     0.02131359
22144     GD    -0.02178540

GE
      ticker  signal_return
658       GE     0.01283315
935       GE     0.01989929
1748      GE     0.01849554
1918      GE    -0.02969081
2274      GE     0.02730279
2516      GE    -0.02834198
3621      GE     0.00150489
3800      GE    -0.01347830
3994      GE    -0.02330057
4364      GE    -0.00516416
5197      GE     0.01258373
6394      GE    -0.02240876
6993      GE     0.00189143
7154      GE    -0.00556898
8830      GE    -0.00969564
9358      GE    -0.04520138
10616     GE    -0.00606292
11006     GE    -0.01350069
11540     GE     0.00717135
12135     GE     0.04626576
12285     GE     0.01812325
12682     GE     0.01196028
13315     GE    -0.03348273
13582     GE    -0.00140499
13866     GE    -0.00000000
14264     GE    -0.05561908
14794     GE     0.00483326
14919     GE    -0.00829086
15904     GE    -0.02223062
16668     GE     0.02261403
16916     GE    -0.00122662
17789     GE     0.00668256
18220     GE     0.01722992
18735     GE    -0.07261666
19167     GE    -0.01356172
19445     GE    -0.00316957
19648     GE    -0.00968724
20238     GE    -0.03078196
21520     GE    -0.00411806
21758     GE     0.04598921

GESNER
       ticker  signal_return
82     GESNER     0.02183047
270    GESNER     0.02527127
367    GESNER     0.01919512
467    GESNER     0.02605457
659    GESNER     0.02427228
901    GESNER     0.02687990
1071   GESNER     0.02486385
1249   GESNER     0.02016660
1408   GESNER     0.02451695
1513   GESNER     0.02319601
1624   GESNER     0.02002553
1809   GESNER     0.02155982
1950   GESNER     0.02261176
2083   GESNER     0.02654604
2243   GESNER     0.02670428
2404   GESNER     0.01889122
2627   GESNER     0.02839159
2803   GESNER     0.02323847
2926   GESNER     0.03057992
3099   GESNER     0.03028693
3192   GESNER     0.02947407
3301   GESNER     0.02457203
3419   GESNER     0.01787702
3545   GESNER     0.04143890
3680   GESNER     0.02725984
3839   GESNER     0.03268378
3965   GESNER     0.02813412
4061   GESNER     0.03526987
4164   GESNER     0.02816191
4365   GESNER     0.03435708
...       ...            ...
18082  GESNER     0.05657214
18259  GESNER     0.04334930
18371  GESNER     0.05856315
18534  GESNER     0.04287671
18736  GESNER     0.04278015
18983  GESNER     0.04564553
19168  GESNER     0.04549237
19320  GESNER     0.04744176
19544  GESNER     0.05096271
19623  GESNER     0.05126550
19700  GESNER     0.05418610
19791  GESNER     0.04913228
19867  GESNER     0.04589439
19996  GESNER     0.04038949
20146  GESNER     0.04174882
20285  GESNER     0.04515408
20518  GESNER     0.05713193
20764  GESNER     0.05160099
20909  GESNER     0.04949756
21037  GESNER     0.05178425
21123  GESNER     0.05551315
21192  GESNER     0.05314156
21298  GESNER     0.04494048
21483  GESNER     0.05924685
21699  GESNER     0.03980554
21825  GESNER     0.05214271
22006  GESNER     0.05167989
22196  GESNER     0.05112036
22381  GESNER     0.06453905
22535  GESNER     0.05373250

[154 rows x 2 columns]

GGP
      ticker  signal_return
611      GGP     0.01321397
2339     GGP    -0.02666825
2726     GGP     0.03925652
3594     GGP     0.00395344
3823     GGP     0.01547087
3966     GGP    -0.00761747
4214     GGP    -0.00376019
5132     GGP    -0.03050163
5380     GGP    -0.04758757
5542     GGP    -0.01112267
5765     GGP    -0.04842965
6726     GGP     0.05213160
7303     GGP     0.01899852
7591     GGP    -0.00331081
7710     GGP     0.01708227
7999     GGP     0.03538701
8288     GGP    -0.00868871
9589     GGP     0.04248167
10175    GGP    -0.01906956
10418    GGP     0.01029169
11812    GGP     0.00684520
11881    GGP    -0.01901736
12456    GGP    -0.00590587
14265    GGP    -0.05929116
14681    GGP     0.00275293
15883    GGP    -0.00337775
16787    GGP     0.00704694
16988    GGP     0.00255265
17790    GGP    -0.00177715
18106    GGP     0.03458991
18282    GGP    -0.02766907
18535    GGP     0.04869198
20813    GGP    -0.00169492
21038    GGP    -0.01489296
21484    GGP    -0.02072146
22405    GGP     0.00207857

GILD
      ticker  signal_return
174     GILD    -0.04047850
557     GILD     0.04991382
791     GILD     0.01907792
1358    GILD     0.00336044
2192    GILD     0.03432080
3261    GILD     0.05007446
3501    GILD    -0.06675049
4053    GILD     0.00133975
4791    GILD     0.03897717
5221    GILD    -0.00777290
5482    GILD     0.05952520
5603    GILD     0.03404262
5700    GILD    -0.03224437
6680    GILD     0.01158470
7880    GILD    -0.05237711
9824    GILD     0.02255051
9950    GILD     0.02099373
10203   GILD     0.01387842
10316   GILD    -0.00811800
11619   GILD    -0.02299383
13366   GILD     0.01552651
13688   GILD     0.04046636
14000   GILD    -0.02545635
15134   GILD     0.01732319
15301   GILD     0.03551616
15489   GILD    -0.14456597
15668   GILD     0.02005967
15813   GILD     0.00751974
16461   GILD    -0.05311840
17085   GILD    -0.09580720
17664   GILD    -0.00810450
18239   GILD     0.03365410
18737   GILD    -0.08132822
19945   GILD    -0.03083636
20239   GILD    -0.04348193
21893   GILD     0.00310511
22622   GILD     0.00537712

GIS
      ticker  signal_return
297      GIS     0.00270749
865      GIS    -0.00474497
1041     GIS    -0.00529257
1186     GIS    -0.04180896
2517     GIS    -0.03047415
3017     GIS     0.00000000
3134     GIS    -0.01195038
3348     GIS     0.00057876
3595     GIS     0.00324769
3751     GIS    -0.00301375
3897     GIS     0.01040515
4184     GIS     0.00870044
5291     GIS    -0.02228230
5766     GIS    -0.01932337
6085     GIS    -0.00039896
6544     GIS    -0.02988890
7744     GIS     0.01612789
8240     GIS     0.01296703
9258     GIS    -0.00480300
10636    GIS    -0.00342063
11136    GIS     0.02190054
12373    GIS    -0.01788652
13500    GIS    -0.00434547
13764    GIS    -0.00109549
14399    GIS    -0.00583675
14537    GIS     0.01418463
14727    GIS    -0.00620917
14961    GIS     0.02106665
16214    GIS     0.00671143
16309    GIS     0.00500191
16641    GIS     0.06613980
17791    GIS    -0.00214988
17940    GIS     0.01212890
18131    GIS     0.00993269
18394    GIS     0.01192727
20452    GIS    -0.01191589
21144    GIS     0.00946247
21216    GIS    -0.00728790
21569    GIS    -0.01403532

GLW
      ticker  signal_return
743      GLW     0.13165667
2084     GLW     0.02590539
2275     GLW    -0.10185789
2887     GLW    -0.00890507
3018     GLW    -0.01238406
3284     GLW     0.04436506
3400     GLW    -0.00940741
4622     GLW     0.00684153
4851     GLW    -0.02907974
5222     GLW     0.00601807
6137     GLW     0.03418687
6395     GLW     0.02338637
7236     GLW    -0.00047813
7490     GLW    -0.01827177
7745     GLW     0.05012038
8368     GLW    -0.01548523
9233     GLW     0.00669795
9328     GLW    -0.01533634
9590     GLW     0.01414451
10515    GLW     0.00662085
11352    GLW    -0.00167551
11541    GLW     0.00874386
12488    GLW     0.00265323
12655    GLW    -0.04310301
13765    GLW     0.00654180
14562    GLW    -0.00820938
14795    GLW     0.01042452
14962    GLW    -0.00193892
16075    GLW    -0.00616262
16852    GLW    -0.00607905
16989    GLW    -0.00556846
17172    GLW     0.00402956
17294    GLW     0.01010775
17405    GLW    -0.01484743
17981    GLW     0.01758570
19198    GLW    -0.02766312
19446    GLW    -0.00981202
19946    GLW     0.01177154
20360    GLW     0.01818893
20688    GLW    -0.02078183
21448    GLW     0.01667864
21826    GLW    -0.00068213
22197    GLW    -0.01254892
22638    GLW     0.00199867

GM
      ticker  signal_return
1148      GM    -0.01970378
1544      GM    -0.00324149
1645      GM    -0.00362626
2518      GM     0.00997870
3152      GM    -0.04250683
3502      GM    -0.02021472
4262      GM    -0.00283889
4691      GM     0.01737315
5411      GM    -0.02505350
6114      GM    -0.04639304
6396      GM     0.00165207
7937      GM     0.00719946
8022      GM    -0.04391923
8572      GM    -0.00883422
9042      GM     0.00570837
9176      GM    -0.04096136
9638      GM     0.00514728
10516     GM     0.01119697
10675     GM    -0.00766532
10826     GM    -0.02866079
11620     GM     0.02047853
12154     GM     0.02785184
12343     GM    -0.00566253
12811     GM    -0.00329671
13367     GM     0.09636147
14230     GM    -0.04901226
15454     GM    -0.00675886
16462     GM    -0.01886848
16990     GM     0.01669067
18182     GM    -0.03107770
18463     GM    -0.04274420
18984     GM    -0.03044103
19249     GM     0.02517688
19447     GM    -0.00968866
19997     GM    -0.05752728
21193     GM    -0.00562049
21597     GM    -0.03142862
21894     GM    -0.02377436

GOOG
      ticker  signal_return
4692    GOOG     0.00634808
5061    GOOG    -0.01023571
6397    GOOG     0.06314736
7697    GOOG    -0.06864426
8618    GOOG    -0.00735760
8859    GOOG     0.03511118
10570   GOOG     0.00709510
10771   GOOG     0.16581948
12419   GOOG     0.01247176
12871   GOOG    -0.01867717
12966   GOOG    -0.00610695
13316   GOOG    -0.04339527
13689   GOOG    -0.00857057
15348   GOOG    -0.05836153
16463   GOOG    -0.03491256
16991   GOOG     0.00078222
17173   GOOG     0.03387429
17295   GOOG     0.00127760
18372   GOOG     0.01548445
19014   GOOG    -0.04401221
19922   GOOG    -0.02095499
20867   GOOG     0.01046389
21396   GOOG     0.05612824
21632   GOOG     0.00187518
21851   GOOG     0.00615282
22022   GOOG     0.01247733
22280   GOOG    -0.04234041

GOOGL
      ticker  signal_return
660    GOOGL     0.00374024
1433   GOOGL    -0.00021733
1545   GOOGL    -0.00852323
1775   GOOGL     0.00799975
1919   GOOGL     0.01814422
2132   GOOGL     0.01349819
2459   GOOGL    -0.00299354
2696   GOOGL     0.01016510
3453   GOOGL    -0.00841757
3706   GOOGL    -0.02037971
4693   GOOGL     0.00824337
5062   GOOGL    -0.01168574
6398   GOOGL     0.05978630
7686   GOOGL    -0.03141060
8659   GOOGL    -0.02975840
8860   GOOGL     0.03883106
10747  GOOGL     0.19213224
12420  GOOGL     0.02479670
12644  GOOGL     0.01307432
12872  GOOGL    -0.01837893
12967  GOOGL    -0.01109747
13317  GOOGL    -0.04459662
15349  GOOGL    -0.05945969
16464  GOOGL    -0.03590625
16992  GOOGL     0.00643826
17174  GOOGL     0.04019504
17982  GOOGL    -0.01644678
18373  GOOGL     0.00855742
18738  GOOGL     0.00243203
19015  GOOGL    -0.04107156
19856  GOOGL     0.01610425
19947  GOOGL    -0.03514723
20936  GOOGL    -0.02163989
21397  GOOGL     0.05950700
21598  GOOGL     0.02072099
21852  GOOGL     0.00613905
22023  GOOGL     0.01086536
22281  GOOGL    -0.04281085

GPC
      ticker  signal_return
1187     GPC    -0.01193099
2193     GPC    -0.02707725
2519     GPC    -0.05175621
2781     GPC     0.01352075
4852     GPC    -0.02191153
5292     GPC     0.00569112
6601     GPC     0.01753306
6783     GPC     0.03331063
7018     GPC     0.00330811
7237     GPC     0.00334679
7491     GPC    -0.01480210
7746     GPC     0.02240754
8149     GPC    -0.03404848
8439     GPC    -0.03852109
9639     GPC    -0.03003953
10676    GPC    -0.02960853
11007    GPC    -0.02354656
11542    GPC     0.02541358
12374    GPC     0.02094728
12534    GPC    -0.01375660
13420    GPC     0.06574903
14340    GPC    -0.00883658
14474    GPC     0.00426713
14638    GPC     0.02771349
15037    GPC    -0.01095568
15350    GPC    -0.02978922
16379    GPC     0.01833999
16699    GPC     0.02989903
17792    GPC    -0.00164830
18395    GPC     0.01157345
18704    GPC    -0.01948332
20453    GPC    -0.04562640
20778    GPC    -0.00679544
21145    GPC     0.00610672
21258    GPC    -0.04581960
22501    GPC    -0.05227914

GPN
      ticker  signal_return
319      GPN     0.07084446
702      GPN     0.03730314
1042     GPN     0.02930851
1188     GPN     0.00742793
1890     GPN     0.00633843
2085     GPN     0.00972784
2969     GPN     0.03149095
4657     GPN     0.01284814
4792     GPN    -0.00081666
5381     GPN    -0.04036875
6223     GPN    -0.04612077
6681     GPN     0.02413997
6904     GPN     0.01641247
7274     GPN    -0.00387256
8218     GPN     0.01405282
8470     GPN     0.00878125
8619     GPN     0.00573315
8861     GPN    -0.00323800
9334     GPN     0.01459733
9467     GPN    -0.00641629
9795     GPN     0.01391999
10065    GPN    -0.00432169
10317    GPN    -0.01387999
11051    GPN    -0.09426859
11081    GPN     0.02329137
11329    GPN     0.02199421
11476    GPN    -0.10364271
12168    GPN    -0.01003458
12489    GPN    -0.00950369
12683    GPN    -0.01295162
12784    GPN     0.03049488
13368    GPN     0.06707716
13690    GPN    -0.01565693
14179    GPN    -0.10077442
15066    GPN     0.09405644
15252    GPN     0.00421942
16036    GPN    -0.00970065
16465    GPN    -0.02070351
17109    GPN    -0.10265757
18677    GPN    -0.01232788
18985    GPN    -0.01740415
19810    GPN    -0.02217667
21449    GPN    -0.00317655
21656    GPN     0.02419982
21827    GPN     0.02528147
22024    GPN     0.00861054

GPS
      ticker  signal_return
401      GPS     0.06203147
2913     GPS    -0.02355767
5430     GPS    -0.01562532
5561     GPS     0.06879182
6333     GPS     0.00492073
7958     GPS     0.02844364
9699     GPS     0.02573482
9825     GPS    -0.01042762
9951     GPS     0.00342601
10176    GPS    -0.03225663
10944    GPS    -0.00138217
11222    GPS    -0.00821418
11397    GPS     0.01737638
11621    GPS    -0.01968689
12054    GPS     0.02759260
12765    GPS    -0.06706209
13583    GPS    -0.01516165
14400    GPS     0.03349084
14538    GPS     0.02960189
15640    GPS     0.05225569
15765    GPS     0.10766599
15884    GPS    -0.06731407
16853    GPS     0.02451518
16993    GPS     0.05463206
17503    GPS    -0.01536474
17941    GPS     0.01336918
18057    GPS    -0.05905632
18536    GPS    -0.00333890
18941    GPS     0.07188116
19665    GPS     0.04389689
21344    GPS     0.03593201
21759    GPS    -0.12666071

GREIGI
       ticker  signal_return
83     GREIGI     0.02925865
249    GREIGI     0.01954271
320    GREIGI     0.01629859
425    GREIGI     0.02546159
612    GREIGI     0.02828549
866    GREIGI     0.02702095
1015   GREIGI     0.01797766
1149   GREIGI     0.03769288
1316   GREIGI     0.01929994
1483   GREIGI     0.02232746
1599   GREIGI     0.01820165
1695   GREIGI     0.02832873
1863   GREIGI     0.02164603
1990   GREIGI     0.02499781
2215   GREIGI     0.02578788
2389   GREIGI     0.02622505
2612   GREIGI     0.02612745
2782   GREIGI     0.02871083
2914   GREIGI     0.02184899
3065   GREIGI     0.03835784
3168   GREIGI     0.03026155
3277   GREIGI     0.03537829
3376   GREIGI     0.02718239
3503   GREIGI     0.02034608
3637   GREIGI     0.02801679
3783   GREIGI     0.03169497
3898   GREIGI     0.01998030
4021   GREIGI     0.03380434
4104   GREIGI     0.03366522
4241   GREIGI     0.03387565
...       ...            ...
18083  GREIGI     0.04493441
18260  GREIGI     0.05018007
18374  GREIGI     0.04975867
18537  GREIGI     0.04710953
18739  GREIGI     0.05695714
18986  GREIGI     0.04593395
19131  GREIGI     0.05520313
19321  GREIGI     0.04991132
19545  GREIGI     0.05181275
19624  GREIGI     0.04272329
19711  GREIGI     0.04760311
19811  GREIGI     0.05112240
19882  GREIGI     0.05620568
20047  GREIGI     0.05343619
20174  GREIGI     0.05093722
20314  GREIGI     0.05487316
20519  GREIGI     0.05344468
20751  GREIGI     0.05164057
20868  GREIGI     0.04385568
20999  GREIGI     0.05700042
21097  GREIGI     0.05106875
21173  GREIGI     0.04830786
21259  GREIGI     0.05056336
21398  GREIGI     0.04986383
21599  GREIGI     0.06372336
21777  GREIGI     0.05961428
21965  GREIGI     0.05329036
22145  GREIGI     0.05142551
22347  GREIGI     0.05416068
22502  GREIGI     0.04382802

[154 rows x 2 columns]

GRMN
      ticker  signal_return
29      GRMN     0.04466700
368     GRMN    -0.02444900
558     GRMN     0.00123102
2520    GRMN    -0.02019354
2825    GRMN     0.00905332
2946    GRMN     0.00707111
3262    GRMN     0.00849377
4366    GRMN    -0.00267425
4510    GRMN    -0.00979993
4853    GRMN    -0.07016300
5744    GRMN    -0.02113286
7182    GRMN    -0.03647402
7977    GRMN    -0.00623905
8756    GRMN    -0.00424029
9297    GRMN    -0.00375759
10517   GRMN     0.00707362
11223   GRMN     0.01895441
11543   GRMN     0.02177380
12260   GRMN    -0.08261304
12723   GRMN    -0.06536147
13631   GRMN     0.02779229
14316   GRMN    -0.01126634
15253   GRMN     0.01337891
15567   GRMN    -0.06108051
16854   GRMN     0.02102545
17057   GRMN     0.16534880
17220   GRMN    -0.01609292
20088   GRMN    -0.05964271
20520   GRMN    -0.03399708
22245   GRMN    -0.02022198

GS
      ticker  signal_return
1696      GS     0.00916628
1920      GS     0.00663483
2521      GS    -0.00735618
3454      GS     0.02438678
4511      GS     0.00005944
5102      GS     0.00296668
5865      GS     0.01640668
6835      GS     0.00378251
7551      GS    -0.03451041
8150      GS    -0.00999263
8440      GS    -0.06195776
9177      GS    -0.02660248
9345      GS     0.02693152
9859      GS     0.02351789
9987      GS    -0.00057700
10126     GS     0.01232572
10366     GS    -0.04178277
11353     GS     0.00258142
11622     GS    -0.00350934
12684     GS    -0.04508413
13421     GS     0.06601551
13767     GS     0.02927865
14267     GS    -0.04326127
15303     GS     0.02703779
16244     GS     0.00593834
16467     GS    -0.04405938
16949     GS    -0.01741645
17406     GS     0.00427956
17628     GS     0.00176970
17746     GS    -0.02107572
18396     GS     0.01456309
18796     GS     0.14204967
19199     GS     0.06833622
19384     GS     0.03702218
20361     GS     0.00905850
20689     GS    -0.00982213
21081     GS    -0.01531585
21299     GS    -0.04994028
22146     GS    -0.02116977

GT
      ticker  signal_return
341       GT    -0.06210421
1810      GT     0.02161559
1991      GT     0.05540127
2756      GT    -0.01495914
3019      GT    -0.01060921
3939      GT    -0.03129115
5103      GT    -0.01969625
6033      GT     0.04438438
6173      GT     0.00726286
6334      GT     0.04598511
7206      GT     0.04514850
8392      GT    -0.04250288
9591      GT    -0.01278427
9751      GT     0.04712219
9878      GT     0.02372403
9988      GT    -0.00481929
11415     GT    -0.09847209
11731     GT    -0.05808753
12490     GT    -0.01257981
12846     GT     0.02914809
13422     GT     0.09172518
14180     GT    -0.14170782
14728     GT    -0.02634956
15653     GT     0.00070373
15858     GT     0.02312454
16268     GT    -0.02340809
16468     GT    -0.01282318
17145     GT    -0.03861853
17369     GT    -0.01398147
17681     GT     0.05178090
17897     GT     0.00092578
18632     GT     0.01783214
20315     GT     0.01611146
20937     GT    -0.02442828
21853     GT     0.04510210

GWW
      ticker  signal_return
30       GWW     0.01589145
2340     GWW     0.03094740
2522     GWW    -0.02553941
4185     GWW     0.03573574
4944     GWW     0.00795673
5081     GWW     0.00124943
5293     GWW     0.00426167
6224     GWW    -0.05881201
6568     GWW    -0.02434005
7810     GWW     0.00406450
8184     GWW    -0.03335640
8350     GWW    -0.02398499
10617    GWW    -0.01750527
10791    GWW     0.02669870
11623    GWW    -0.01525713
12187    GWW    -0.04331134
12766    GWW    -0.01100465
13114    GWW    -0.01611429
13632    GWW     0.01352163
13867    GWW    -0.01272102
14083    GWW    -0.01991104
14299    GWW     0.01820042
14796    GWW     0.01119046
15038    GWW    -0.00283055
15322    GWW    -0.02550873
15568    GWW    -0.04121827
16245    GWW    -0.02444021
17598    GWW    -0.01857559
18327    GWW     0.03941538
19278    GWW     0.02792749
19883    GWW     0.03415907
21233    GWW     0.13244001
21399    GWW     0.01343006
21791    GWW     0.05437120

HAL
      ticker  signal_return
488      HAL     0.03490756
902      HAL    -0.00225606
1043     HAL     0.02073933
1189     HAL    -0.03730289
2341     HAL    -0.00819509
2697     HAL     0.01273432
2842     HAL     0.00558208
3235     HAL     0.01264634
3622     HAL     0.03167686
4215     HAL     0.03268562
4549     HAL     0.01362933
4755     HAL    -0.01919445
5014     HAL     0.02961555
5811     HAL    -0.02193598
6008     HAL    -0.01427609
6174     HAL     0.03353179
6335     HAL     0.11279810
7334     HAL     0.14573774
7592     HAL     0.02015511
8693     HAL    -0.03978249
9316     HAL    -0.00963652
9406     HAL    -0.02411777
9592     HAL    -0.03179459
10345    HAL     0.01678779
10518    HAL     0.01915631
10827    HAL    -0.05138033
11496    HAL     0.13229624
13200    HAL    -0.02798394
13633    HAL     0.05740082
13868    HAL    -0.02016057
14563    HAL    -0.00953189
14797    HAL    -0.03240507
15173    HAL     0.02486901
15351    HAL     0.02657375
15641    HAL    -0.08327822
16132    HAL    -0.01368194
17504    HAL    -0.05011441
17859    HAL    -0.00364211
18261    HAL    -0.02009044
18397    HAL    -0.02999501
19279    HAL     0.01177441
19998    HAL    -0.02076808
20521    HAL    -0.03381811
20814    HAL    -0.00486240
21082    HAL    -0.03091118
21321    HAL     0.00932013
21521    HAL     0.03956560
22566    HAL     0.04404338

HAS
      ticker  signal_return
175      HAS    -0.01594732
831      HAS     0.00358360
1409     HAS    -0.01163677
1846     HAS    -0.00092362
2460     HAS    -0.01955510
2927     HAS    -0.00382270
3377     HAS    -0.03299082
4216     HAS    -0.01710093
5224     HAS     0.00425899
6061     HAS    -0.00182149
6581     HAS     0.01405751
6964     HAS    -0.05554036
7379     HAS    -0.03384331
8082     HAS     0.01285948
8555     HAS     0.04602466
8902     HAS    -0.01886245
9281     HAS     0.00656252
9421     HAS     0.08221818
10292    HAS     0.04905188
10890    HAS    -0.04476341
11732    HAS    -0.04679457
13043    HAS     0.00496062
13201    HAS    -0.01835735
14476    HAS    -0.01197924
15067    HAS    -0.02068691
15206    HAS     0.07242984
16950    HAS    -0.01652519
17860    HAS     0.00682684
18328    HAS    -0.07357645
18464    HAS     0.00048698
19016    HAS    -0.01816864
19225    HAS    -0.04607609
20200    HAS     0.03970590
20484    HAS    -0.02053712
20938    HAS    -0.00736299
21400    HAS    -0.02347765
22025    HAS     0.01914983
22246    HAS     0.00688183
22426    HAS     0.01155873

HBAN
      ticker  signal_return
426     HBAN    -0.03941098
613     HBAN     0.00729316
1359    HBAN    -0.00328767
1580    HBAN     0.02180358
1697    HBAN     0.01356307
2158    HBAN    -0.01526747
3236    HBAN    -0.03055190
3378    HBAN    -0.02592369
4984    HBAN     0.00816331
5162    HBAN    -0.01515946
5866    HBAN     0.00001966
6546    HBAN    -0.01513542
7552    HBAN    -0.03611910
7747    HBAN     0.00998344
7939    HBAN    -0.07569082
8803    HBAN    -0.00365631
9043    HBAN    -0.00359713
9894    HBAN    -0.01584540
10367   HBAN    -0.03250176
10971   HBAN     0.00340426
11624   HBAN     0.00821547
12685   HBAN    -0.03760828
12969   HBAN    -0.04951076
13423   HBAN     0.07885857
13869   HBAN     0.11427946
15254   HBAN     0.03766550
15967   HBAN     0.01244631
16469   HBAN    -0.02523070
17629   HBAN     0.00101061
18183   HBAN    -0.01690741
18538   HBAN    -0.03519146
18867   HBAN     0.08937644
19087   HBAN     0.02662521
19322   HBAN     0.03246793
19999   HBAN    -0.03779520
20399   HBAN    -0.00281690
20690   HBAN    -0.03329018
21013   HBAN    -0.04012884
21895   HBAN    -0.04222053

HBI
      ticker  signal_return
427      HBI    -0.03088012
950      HBI    -0.02476432
1190     HBI    -0.00330626
1360     HBI    -0.00128123
1524     HBI    -0.05430216
2342     HBI    -0.08657699
2434     HBI    -0.02797777
2888     HBI    -0.00620617
3193     HBI    -0.01442874
3349     HBI    -0.05468486
3707     HBI     0.03277348
3967     HBI    -0.01087230
4105     HBI     0.01146788
4367     HBI    -0.01165243
4512     HBI     0.01250158
4694     HBI     0.01783017
5163     HBI    -0.03371049
5745     HBI    -0.00158678
6225     HBI    -0.03655425
7183     HBI     0.01026649
7380     HBI    -0.02228237
8660     HBI     0.03075131
8831     HBI     0.03302706
9059     HBI     0.04702169
9796     HBI    -0.05897691
11162    HBI     0.08049936
11733    HBI    -0.07229575
12518    HBI     0.03690914
14111    HBI    -0.06724700
16246    HBI    -0.02381515
17505    HBI    -0.02688139
18355    HBI    -0.01723473
18488    HBI    -0.04507113
19250    HBI     0.02633435
19448    HBI     0.00488564
20175    HBI    -0.10113664
21345    HBI     0.01033485
21740    HBI    -0.07644837
22406    HBI    -0.01857639

HCA
      ticker  signal_return
99       HCA     0.04525000
342      HCA     0.02676855
614      HCA    -0.03391611
1959     HCA     0.05096517
3350     HCA    -0.07390286
3708     HCA    -0.02962617
4242     HCA     0.01384862
4623     HCA    -0.03857520
5015     HCA     0.01723060
5225     HCA     0.02623947
5516     HCA    -0.00145307
5678     HCA     0.00585507
5812     HCA     0.01404517
5981     HCA    -0.03152044
6547     HCA    -0.07999525
7553     HCA    -0.01442791
7845     HCA    -0.00924754
9197     HCA    -0.01911507
9879     HCA     0.01458449
10459    HCA    -0.00242799
10749    HCA    -0.01744911
14508    HCA    -0.01006003
14639    HCA     0.00678149
14889    HCA     0.01210887
15097    HCA    -0.00075786
15255    HCA    -0.00609796
15569    HCA    -0.02450921
16555    HCA    -0.02232058
18329    HCA     0.02119611
18740    HCA     0.01856106
20176    HCA    -0.00203070
20485    HCA     0.01734348
20691    HCA    -0.01787808
21083    HCA    -0.01290197
21930    HCA    -0.02251114

HCN
      ticker  signal_return
832      HCN    -0.02251731
1293     HCN     0.02967680
1484     HCN     0.00665889
1608     HCN    -0.00808234
1749     HCN    -0.01172258
2889     HCN     0.01420162
3020     HCN    -0.01266160
3435     HCN     0.02176667
3564     HCN    -0.01591034
3752     HCN     0.00679039
3925     HCN     0.00372498
4037     HCN    -0.01125253
5463     HCN     0.02147672
5767     HCN    -0.07710742
6656     HCN     0.01814305
6836     HCN     0.00435294
7121     HCN     0.00166136
7381     HCN     0.00447004
7625     HCN    -0.01426406
7846     HCN    -0.01628995
8000     HCN     0.02326850
8151     HCN     0.01322113
8963     HCN    -0.01883802
9640     HCN     0.00766608
10066    HCN     0.01424443
10271    HCN    -0.00044421
10393    HCN     0.02110737
11813    HCN     0.01432233
11882    HCN    -0.03093939
12313    HCN    -0.03348867
12707    HCN    -0.00203149
14231    HCN    -0.01407345
14964    HCN     0.00014408
15352    HCN    -0.01915165
15654    HCN     0.02791146
16642    HCN    -0.00904502
16951    HCN     0.02000836
17199    HCN    -0.02669891
17861    HCN    -0.00123060
18132    HCN     0.04466679
18589    HCN     0.03602116
18868    HCN    -0.00413487
20548    HCN     0.01585048
21108    HCN     0.00520285
21183    HCN     0.01758683
21280    HCN    -0.01220112
22450    HCN     0.03575815
22623    HCN    -0.03934977

HCP
      ticker  signal_return
1410     HCP     0.04447588
1625     HCP    -0.00391828
2669     HCP    -0.02477634
3021     HCP    -0.05126659
3455     HCP     0.00792672
3565     HCP    -0.01048407
3753     HCP     0.01407970
3899     HCP     0.00663562
5543     HCP     0.00117661
5660     HCP     0.01451137
5953     HCP     0.00276556
6837     HCP    -0.00533866
7122     HCP    -0.01001146
7335     HCP     0.02443480
8001     HCP     0.02249211
8185     HCP    -0.00020766
8573     HCP    -0.02017928
8964     HCP     0.00372532
9700     HCP    -0.00668165
10127    HCP    -0.01856325
10420    HCP    -0.00244068
11378    HCP     0.02765153
12686    HCP     0.03657482
14181    HCP     0.23319686
15735    HCP    -0.04634802
16855    HCP     0.02927298
16994    HCP     0.00857037
17200    HCP    -0.00629928
17355    HCP     0.00278094
17707    HCP    -0.08255854
18184    HCP     0.00607737
18539    HCP     0.09169861
18741    HCP     0.01341512
20486    HCP     0.04331570
22536    HCP     0.01630963

HD
      ticker  signal_return
1191      HD     0.01121130
1921      HD    -0.00499179
2405      HD     0.01869213
4794      HD    -0.01341146
5431      HD     0.01517005
5544      HD     0.03781169
5651      HD    -0.01619986
6727      HD    -0.00654378
7382      HD     0.00718825
7593      HD    -0.00379091
7811      HD     0.02518781
7959      HD     0.01653399
8417      HD     0.01264963
8574      HD     0.01185678
8804      HD    -0.00584144
9178      HD    -0.03138360
9593      HD     0.00368630
11101     HD     0.01390985
11398     HD     0.01269010
12344     HD     0.00420849
12785     HD     0.05714080
12912     HD    -0.02363669
14182     HD    -0.06557174
14850     HD    -0.00205769
14965     HD     0.01580261
15353     HD    -0.00844197
15766     HD    -0.04089472
16247     HD     0.00164416
16556     HD    -0.03685166
16995     HD    -0.00803745
17175     HD    -0.01394132
17862     HD    -0.00879040
18356     HD    -0.02087692
18489     HD     0.02837011
19169     HD    -0.00682712
19449     HD     0.02622710
19923     HD     0.00289289
20286     HD     0.02227421
20487     HD    -0.00075880
20692     HD     0.00771143
20939     HD    -0.00399581
21401     HD     0.01515874
21715     HD     0.00280059
21854     HD    -0.02191151

HES
      ticker  signal_return
176      HES    -0.00633154
559      HES    -0.00474945
2216     HES     0.02030061
2523     HES    -0.04069212
3328     HES     0.02515557
3623     HES     0.00183171
3801     HES    -0.00258297
4243     HES     0.02056848
4453     HES     0.01315617
4590     HES     0.00256502
4795     HES    -0.00583973
5133     HES     0.00884654
6009     HES     0.00083117
6138     HES     0.06414278
6291     HES     0.14678804
7642     HES    -0.01035268
8694     HES    -0.01105127
9407     HES    -0.03664751
10097    HES    -0.03941251
10618    HES     0.00669837
10792    HES     0.06639062
11052    HES    -0.00034668
11262    HES    -0.06070877
11734    HES    -0.15370222
12055    HES    -0.14660347
12188    HES    -0.01855041
13247    HES    -0.03967462
13424    HES     0.15522366
13823    HES     0.04822914
14640    HES     0.05519044
15207    HES     0.06430968
15491    HES    -0.06115727
16557    HES    -0.07906297
17146    HES    -0.03410179
17863    HES     0.03961145
19280    HES     0.08541671
19511    HES     0.02022541
20790    HES     0.04319899
21064    HES    -0.04475352
22317    HES    -0.01638292
22567    HES     0.00530377

HIG
      ticker  signal_return
142      HIG    -0.02762260
468      HIG     0.04310754
1192     HIG    -0.00338410
1411     HIG    -0.00819358
1811     HIG    -0.01043392
2343     HIG    -0.01454130
4368     HIG    -0.01389683
4796     HIG     0.00438237
5638     HIG    -0.00215370
5922     HIG    -0.00053234
6728     HIG     0.02217499
6926     HIG     0.00075103
7155     HIG     0.02219874
7594     HIG    -0.04650874
8441     HIG    -0.03486082
9079     HIG     0.00700283
10590    HIG    -0.02381610
10750    HIG     0.02625971
11138    HIG    -0.00647928
11330    HIG     0.01599378
13115    HIG     0.04094547
13502    HIG     0.02332825
13768    HIG     0.03780922
14641    HIG     0.02648577
16470    HIG    -0.04293297
17201    HIG    -0.01987643
18869    HIG     0.01863543
19406    HIG     0.00041451
19884    HIG    -0.02148420
20693    HIG    -0.01955892
22198    HIG     0.01750244
22382    HIG     0.01732145
22537    HIG    -0.00823207

HLT
      ticker  signal_return
4832     HLT     0.02728569
5104     HLT    -0.00598685
6399     HLT    -0.00175516
7304     HLT    -0.00806301
7554     HLT    -0.02103730
8289     HLT    -0.01355442
8575     HLT     0.03857621
8925     HLT    -0.04757805
9153     HLT    -0.00954987
9245     HLT    -0.00437932
9335     HLT    -0.00988150
10249    HLT     0.01799308
10519    HLT    -0.01884797
10677    HLT    -0.03360750
10972    HLT     0.01903398
11224    HLT     0.00921666
11544    HLT     0.00321028
13142    HLT    -0.00422040
13425    HLT     0.07580171
13729    HLT     0.00709029
14851    HLT     0.01219252
15039    HLT    -0.02134363
16325    HLT    -0.09173282
16856    HLT     0.00545647
19017    HLT     0.01266616
19170    HLT     0.00881416
19385    HLT    -0.00384025
19609    HLT    -0.00582880
19752    HLT    -0.03509132
21485    HLT     0.00657897
21741    HLT     0.00401485
21948    HLT     0.02306782
22147    HLT    -0.00482583

HOG
      ticker  signal_return
177      HOG    -0.01242445
343      HOG    -0.03910460
560      HOG    -0.03861957
1250     HOG     0.00746606
1546     HOG    -0.01189005
2016     HOG    -0.01732895
2435     HOG    -0.02082919
3654     HOG     0.02120123
3802     HOG    -0.02049532
4833     HOG     0.00059014
4985     HOG     0.03969940
5294     HOG     0.01943712
6116     HOG    -0.00855782
6400     HOG    -0.03771409
6838     HOG     0.00516169
7019     HOG     0.03197430
7555     HOG    -0.05050582
9060     HOG    -0.05202432
9468     HOG    -0.02148329
9826     HOG    -0.04283425
11331    HOG    -0.00881209
12333    HOG     0.01167410
13085    HOG    -0.01484377
13426    HOG     0.03756310
13769    HOG     0.00869247
13928    HOG    -0.02434457
14539    HOG     0.04536257
14852    HOG    -0.02635226
15068    HOG    -0.14278619
15906    HOG    -0.04391783
16558    HOG    -0.13196730
16700    HOG    -0.10895118
18421    HOG    -0.00179986
18870    HOG    -0.01889117
19323    HOG    -0.00808804
20940    HOG    -0.03904278
21828    HOG     0.02037644
22066    HOG    -0.02626221

HOLX
      ticker  signal_return
1105    HOLX    -0.06536860
2524    HOLX    -0.04068520
3667    HOLX    -0.02435910
3870    HOLX     0.03373212
4407    HOLX    -0.00440794
4513    HOLX    -0.00476191
5661    HOLX    -0.01286709
5982    HOLX    -0.00907223
6175    HOLX    -0.02730828
6756    HOLX     0.02758796
8099    HOLX     0.01879204
8418    HOLX    -0.02769358
8730    HOLX     0.01706499
8876    HOLX    -0.00681750
9179    HOLX    -0.02342312
9533    HOLX     0.00058832
9895    HOLX     0.00367388
10013   HOLX     0.01649722
10204   HOLX     0.00711651
10318   HOLX    -0.00489710
10637   HOLX    -0.01036279
11139   HOLX    -0.00813113
11453   HOLX    -0.12096260
13584   HOLX     0.04447664
13968   HOLX    -0.06270361
15304   HOLX     0.03390155
15618   HOLX    -0.00386273
16918   HOLX    -0.00219238
17147   HOLX     0.04725288
18262   HOLX    -0.03765390
18540   HOLX     0.03418424
19580   HOLX    -0.01216651
20838   HOLX     0.00720235
21146   HOLX    -0.01333509
21346   HOLX     0.03005691
21546   HOLX    -0.00243930
21742   HOLX    -0.04786893
22624   HOLX    -0.02196457

HON
      ticker  signal_return
118      HON    -0.01146381
1193     HON    -0.00315814
1776     HON     0.01606238
2436     HON    -0.00612559
2651     HON     0.01544473
4305     HON    -0.01367923
5063     HON    -0.01100852
5383     HON    -0.04015039
6401     HON    -0.02427631
7020     HON    -0.00763678
7238     HON    -0.00848546
7492     HON    -0.02501776
7748     HON     0.00988834
8326     HON    -0.04734730
8661     HON     0.00000000
9180     HON    -0.02342207
9827     HON     0.00412704
11332    HON    -0.00955153
11625    HON    -0.01146317
12572    HON    -0.01421069
12812    HON    -0.00414079
13691    HON     0.00536969
14317    HON    -0.02130277
14853    HON    -0.00447028
15256    HON     0.00382742
16185    HON    -0.00474978
16788    HON     0.00327635
17793    HON    -0.01988840
18240    HON    -0.01907995
19450    HON     0.00000000
20215    HON     0.03205666
20400    HON     0.00963982
20694    HON    -0.00520014
21402    HON     0.00851591
22538    HON    -0.01169950

HP
      ticker  signal_return
100       HP     0.01909469
369       HP    -0.01118736
509       HP     0.01820631
903       HP    -0.01125044
1251      HP    -0.00379171
1495      HP    -0.00415069
1698      HP     0.01967754
1864      HP    -0.02423119
2086      HP     0.00116822
2244      HP    -0.01025296
2757      HP     0.05088054
2890      HP     0.02073783
3075      HP    -0.04369012
3180      HP     0.04364294
3596      HP    -0.02336533
4624      HP    -0.01068055
5412      HP     0.02621027
6010      HP    -0.00588774
6176      HP     0.05621350
6402      HP    -0.00961147
7383      HP     0.03080760
7595      HP     0.03273108
8419      HP    -0.15479688
9317      HP    -0.01159753
9384      HP    -0.04928573
9594      HP    -0.00332141
10421     HP     0.04232065
10599     HP     0.05537169
10828     HP     0.03834283
11008     HP    -0.03202808
11735     HP    -0.13865258
11916     HP     0.00162239
11982     HP    -0.00839635
12623     HP    -0.02965676
13503     HP     0.03952585
13824     HP    -0.06047465
14477     HP     0.08167803
15619     HP    -0.08569233
16161     HP    -0.03813444
16380     HP    -0.02993620
16857     HP    -0.04679989
17864     HP     0.01267176
18084     HP     0.01884071
19200     HP     0.10300833
19386     HP     0.02273792
21065     HP    -0.02340532
21522     HP     0.05854514
22067     HP     0.01272234
22318     HP    -0.07220921

HPE
      ticker  signal_return
13825    HPE    -0.09884583
14564    HPE     0.02717894
14694    HPE     0.04318057
15098    HPE    -0.02810877
16133    HPE    -0.01600034
16342    HPE    -0.12718949
16919    HPE    -0.01207866
17086    HPE     0.04214719
17926    HPE     0.00483836
19387    HPE    -0.01017134
20089    HPE    -0.06086361
20522    HPE    -0.06674704
21716    HPE     0.00527984
22476    HPE    -0.00963863

HPQ
      ticker  signal_return
218      HPQ     0.00046937
428      HPQ    -0.09377560
966      HPQ     0.00077131
1106     HPQ    -0.05259245
1457     HPQ    -0.00402857
2133     HPQ     0.03373978
2843     HPQ    -0.01468161
3213     HPQ     0.02282419
3379     HPQ    -0.02375264
4470     HPQ    -0.02709880
5183     HPQ    -0.00679697
5585     HPQ     0.02640505
6403     HPQ    -0.01950993
7336     HPQ    -0.00230091
7749     HPQ     0.02185879
8442     HPQ    -0.04914596
8832     HPQ     0.01394156
8965     HPQ     0.01801927
9246     HPQ    -0.01073921
9952     HPQ    -0.02919063
10460    HPQ     0.01680169
11307    HPQ     0.02408926
11497    HPQ     0.02334169
12056    HPQ    -0.10095522
12573    HPQ     0.00288809
12904    HPQ    -0.20302623
13224    HPQ    -0.01037174
13427    HPQ     0.06495195
13770    HPQ     0.06328642
14232    HPQ    -0.09243733
14798    HPQ     0.02942625
15257    HPQ     0.01257878
16008    HPQ     0.03021378
16134    HPQ    -0.03847776
16963    HPQ     0.00921013
17254    HPQ    -0.00842110
17407    HPQ    -0.01038431
17961    HPQ     0.03281134
19018    HPQ    -0.00623055
20549    HPQ    -0.01603700
21136    HPQ    -0.02893819
21234    HPQ     0.02736898
21523    HPQ     0.00106496
21717    HPQ     0.00258599
21855    HPQ    -0.02654332

HRB
      ticker  signal_return
282      HRB    -0.07004159
1016     HRB    -0.07790680
2017     HRB    -0.01422306
2698     HRB     0.02123632
2915     HRB    -0.01944854
3528     HRB    -0.03204261
4454     HRB     0.04580078
5562     HRB     0.00473935
6086     HRB     0.00939278
6238     HRB     0.07892887
7239     HRB     0.00719428
7457     HRB    -0.05299936
8514     HRB    -0.01242252
9004     HRB    -0.02534883
9433     HRB    -0.03244890
9595     HRB     0.01282701
10520    HRB    -0.02178735
10946    HRB     0.00667073
11263    HRB    -0.00925283
12116    HRB    -0.02759757
12443    HRB     0.01291729
13086    HRB    -0.02658767
13692    HRB    -0.02225448
14540    HRB    -0.02173611
14908    HRB     0.01438329
15135    HRB     0.04877049
15570    HRB     0.01862799
15717    HRB    -0.00556822
16940    HRB    -0.01494424
17389    HRB    -0.02098411
19050    HRB    -0.02156988
19226    HRB    -0.08893632
19792    HRB    -0.00878851
20134    HRB    -0.00283957
20523    HRB    -0.01711115
20941    HRB    -0.04480548
21657    HRB     0.04886587
21792    HRB    -0.03561548
22199    HRB    -0.03024311
22451    HRB     0.06640341
22625    HRB    -0.00870552

HRL
      ticker  signal_return
178      HRL    -0.03412041
904      HRL    -0.01346591
1434     HRL     0.02069647
2134     HRL    -0.00625704
2866     HRL     0.01571825
3066     HRL    -0.01367435
3302     HRL     0.00475748
3995     HRL    -0.01655295
4090     HRL    -0.06073893
4263     HRL    -0.02058147
4625     HRL    -0.01437126
5295     HRL    -0.00682597
5586     HRL     0.01451751
5702     HRL    -0.01105856
6139     HRL    -0.01292615
6602     HRL     0.00928829
6784     HRL     0.02131091
8662     HRL     0.03647017
8833     HRL    -0.00995887
11140    HRL     0.01571676
11454    HRL    -0.03331708
12124    HRL     0.01913639
12223    HRL     0.00279050
12375    HRL    -0.00968317
12891    HRL     0.08639756
13044    HRL    -0.00193511
13178    HRL    -0.00112789
14027    HRL    -0.00758785
14233    HRL     0.07080955
15425    HRL     0.00051840
15885    HRL     0.02482650
16135    HRL    -0.01256408
17221    HRL    -0.02890921
17506    HRL    -0.01932680
18942    HRL    -0.03280837
19324    HRL    -0.02374703
20268    HRL     0.00863004
21084    HRL    -0.01048655
22068    HRL    -0.02915138

HRS
      ticker  signal_return
31       HRS     0.00154228
274      HRS    -0.00895352
744      HRS     0.02713345
1082     HRS     0.01249626
1317     HRS    -0.00386788
1547     HRS    -0.01318501
1699     HRS     0.03134596
1865     HRS    -0.01957460
2804     HRS    -0.02311530
3022     HRS     0.00453372
3968     HRS    -0.00581781
4106     HRS     0.01102951
5226     HRS    -0.01369884
6140     HRS     0.02593585
6404     HRS    -0.03695021
7021     HRS    -0.01102173
7207     HRS     0.00251467
7812     HRS     0.00656727
8186     HRS    -0.03489150
8538     HRS     0.02014232
9272     HRS     0.01724506
9469     HRS    -0.01030558
10793    HRS    -0.00598621
11163    HRS    -0.01665591
11333    HRS    -0.01873451
11736    HRS    -0.02157978
12624    HRS    -0.02436859
12813    HRS     0.01018191
12970    HRS     0.00332819
13257    HRS     0.00896146
14048    HRS     0.07302707
14268    HRS    -0.04725503
16136    HRS    -0.00396187
16326    HRS    -0.05791548
16858    HRS     0.00422834
17058    HRS     0.00069292
17239    HRS     0.02047776
17408    HRS     0.00538492
17599    HRS     0.01265975
18775    HRS     0.09284754
19019    HRS    -0.00611468
19388    HRS    -0.00872209
20362    HRS     0.02289687
20613    HRS    -0.01328713
20942    HRS    -0.00682413
21524    HRS    -0.02947054
21718    HRS    -0.00581639
21896    HRS    -0.02487920
22200    HRS    -0.01914829

HSIC
      ticker  signal_return
510     HSIC     0.02888452
905     HSIC    -0.02147157
1194    HSIC    -0.00235489
2018    HSIC    -0.01252913
2525    HSIC    -0.04115222
2867    HSIC     0.00277603
5359    HSIC    -0.01112512
6336    HSIC     0.02439362
6965    HSIC    -0.00023025
7305    HSIC     0.00755329
8054    HSIC    -0.01915017
8290    HSIC    -0.01804912
10227   HSIC     0.01150912
10751   HSIC     0.00998209
10947   HSIC    -0.01416157
11626   HSIC    -0.00936944
12421   HSIC     0.01186899
12574   HSIC    -0.00671034
12814   HSIC    -0.00711473
12971   HSIC    -0.00864659
13319   HSIC    -0.03997863
13634   HSIC    -0.01336837
14300   HSIC     0.02874391
14401   HSIC    -0.00979091
14966   HSIC    -0.01377392
15571   HSIC    -0.04337662
16076   HSIC     0.02550086
16817   HSIC    -0.00474222
17268   HSIC    -0.02374806
17441   HSIC     0.01465839
18330   HSIC     0.02071942
18541   HSIC    -0.04675495
20000   HSIC    -0.00268624
20147   HSIC     0.02226608
20363   HSIC     0.03531270
21658   HSIC    -0.00947874
22069   HSIC     0.01790059

HST
      ticker  signal_return
990      HST    -0.02820086
1812     HST     0.01444185
3023     HST     0.00348172
3135     HST    -0.01091822
3380     HST     0.00775198
3597     HST     0.00427047
3803     HST    -0.00326874
4128     HST     0.01546892
4306     HST    -0.02676342
4966     HST     0.00787750
6034     HST    -0.01537696
6474     HST    -0.07977650
6729     HST     0.00218007
7493     HST     0.00211820
7847     HST     0.00204413
8731     HST     0.03489538
8947     HST    -0.00915448
9719     HST    -0.02738508
10794    HST    -0.00904984
11264    HST    -0.01580644
11627    HST     0.00054690
11953    HST     0.01708400
12092    HST    -0.10360459
13225    HST    -0.02893162
13504    HST     0.05437273
13771    HST    -0.03067955
14509    HST    -0.00373135
14682    HST    -0.00296824
15907    HST    -0.03617273
16381    HST    -0.03152456
17035    HST    -0.01322238
17324    HST    -0.00329490
17519    HST    -0.01979174
18542    HST    -0.01520690
19281    HST     0.05877644
19512    HST    -0.00474559
19753    HST    -0.06185340
21793    HST    -0.03430193

HSY
      ticker  signal_return
867      HSY    -0.01296566
2194     HSY    -0.01396642
2599     HSY     0.03681397
2783     HSY     0.03064884
3681     HSY    -0.00020827
5016     HSY    -0.01781737
5258     HSY     0.00666225
6141     HSY    -0.02999587
6839     HSY     0.00540710
7306     HSY     0.03008051
7750     HSY     0.02502628
8055     HSY     0.01196508
8219     HSY    -0.01209161
9447     HSY     0.04690314
9596     HSY    -0.03050298
10346    HSY     0.00551834
11477    HSY    -0.08664862
11737    HSY    -0.03466453
11937    HSY    -0.02036818
12136    HSY     0.01641084
12687    HSY     0.02753439
14402    HSY     0.01532680
15387    HSY    -0.05387923
16215    HSY     0.00372671
16471    HSY     0.13339103
18020    HSY    -0.00347863
19666    HSY     0.00791663
19885    HSY     0.00613354
20269    HSY    -0.00426400
20695    HSY    -0.00761576
21931    HSY     0.04570585
22103    HSY    -0.00458102

HUM
      ticker  signal_return
32       HUM    -0.01046593
1294     HUM     0.03430700
1485     HUM    -0.00791724
2891     HUM    -0.01301422
3214     HUM    -0.03506384
3940     HUM    -0.00870153
4107     HUM     0.00728324
4659     HUM     0.00532529
4854     HUM    -0.02181679
5042     HUM     0.01310277
5296     HUM     0.01438258
6785     HUM     0.01941949
7494     HUM    -0.00190712
7751     HUM    -0.02719961
8264     HUM    -0.02892422
8718     HUM     0.06218295
9061     HUM     0.09334264
10014    HUM    -0.00125865
11738    HUM    -0.04252394
12376    HUM    -0.08950660
13772    HUM    -0.00694426
14183    HUM    -0.05984480
14478    HUM     0.00942452
14642    HUM    -0.01243590
15814    HUM    -0.01508378
16137    HUM    -0.02507683
16327    HUM    -0.07068693
16789    HUM    -0.00466819
18871    HUM     0.07491794
19171    HUM     0.03313319
19325    HUM    -0.04752228
20696    HUM     0.01603965
20891    HUM    -0.01739655
21547    HUM     0.03444800
21743    HUM    -0.01922168
22201    HUM    -0.02037641
22626    HUM     0.01149194

HUMILI
       ticker  signal_return
33     HUMILI     0.03172252
219    HUMILI     0.02417665
298    HUMILI     0.01985052
402    HUMILI     0.02749960
526    HUMILI     0.02716255
769    HUMILI     0.02000429
951    HUMILI     0.02341588
1083   HUMILI     0.02371008
1272   HUMILI     0.02826314
1435   HUMILI     0.01544851
1525   HUMILI     0.01401025
1634   HUMILI     0.02058642
1813   HUMILI     0.02788012
1951   HUMILI     0.03167620
2087   HUMILI     0.02947434
2276   HUMILI     0.02687008
2437   HUMILI     0.04051709
2670   HUMILI     0.01950328
2826   HUMILI     0.02933998
2970   HUMILI     0.02999282
3117   HUMILI     0.03092801
3194   HUMILI     0.03102521
3303   HUMILI     0.01429064
3420   HUMILI     0.02620914
3546   HUMILI     0.03233595
3668   HUMILI     0.02307609
3840   HUMILI     0.02789410
3969   HUMILI     0.03310643
4062   HUMILI     0.03604363
4186   HUMILI     0.02259703
...       ...            ...
18085  HUMILI     0.04975165
18263  HUMILI     0.04046545
18375  HUMILI     0.04557053
18590  HUMILI     0.05520943
18776  HUMILI     0.04310920
19020  HUMILI     0.05199118
19172  HUMILI     0.04916317
19326  HUMILI     0.04853034
19546  HUMILI     0.05500866
19625  HUMILI     0.05887562
19701  HUMILI     0.04823447
19793  HUMILI     0.04627281
19868  HUMILI     0.04656412
20001  HUMILI     0.05615479
20148  HUMILI     0.05792590
20287  HUMILI     0.04944545
20488  HUMILI     0.04686289
20697  HUMILI     0.04936222
20839  HUMILI     0.04677210
20988  HUMILI     0.05255715
21085  HUMILI     0.04520376
21163  HUMILI     0.04965367
21235  HUMILI     0.04513845
21373  HUMILI     0.05369315
21600  HUMILI     0.06324316
21778  HUMILI     0.05411005
21966  HUMILI     0.06133897
22148  HUMILI     0.05162648
22348  HUMILI     0.05484104
22503  HUMILI     0.05632436

[155 rows x 2 columns]

IBM
      ticker  signal_return
429      IBM    -0.03269596
615      IBM    -0.01684525
1922     IBM     0.00213027
3285     IBM    -0.00277250
3492     IBM    -0.00122125
4455     IBM    -0.00738011
4670     IBM    -0.02979280
6475     IBM     0.08183340
6603     IBM    -0.00226418
7675     IBM    -0.01994395
8732     IBM    -0.01859889
9449     IBM     0.02713218
9561     IBM    -0.00484151
10948    IBM    -0.00460429
11225    IBM     0.00506825
11498    IBM     0.04817323
12458    IBM    -0.02874295
12708    IBM     0.01189517
13586    IBM     0.01222976
13826    IBM     0.04404382
14565    IBM     0.01859171
14729    IBM     0.00420415
14967    IBM     0.00447667
16009    IBM     0.00294763
16186    IBM    -0.02179422
16382    IBM    -0.02324853
16859    IBM     0.01604481
17087    IBM    -0.00740516
17370    IBM    -0.01335857
18376    IBM    -0.00106101
19237    IBM    -0.02885883
19451    IBM     0.02232316
19911    IBM     0.03881470
20288    IBM     0.01107567
21210    IBM     0.00673995
21322    IBM     0.01013218
21570    IBM     0.02750915
21760    IBM     0.00211794

ICE
      ticker  signal_return
393      ICE     0.00530478
511      ICE     0.00809350
1084     ICE    -0.00905162
1280     ICE     0.03269293
1548     ICE     0.01319301
1646     ICE     0.01884405
3286     ICE     0.03480205
3472     ICE    -0.01000605
3941     ICE    -0.00148644
4905     ICE    -0.01158376
5923     ICE    -0.01386971
6840     ICE     0.04803772
7056     ICE    -0.00584784
7384     ICE    -0.00541309
8187     ICE    -0.05223849
8539     ICE     0.01948367
8834     ICE    -0.02501190
9767     ICE    -0.00971369
10229    ICE    -0.03154650
11478    ICE    -0.09235614
12377    ICE     0.06345956
14028    ICE    -0.11064405
14113    ICE    -0.00038098
15669    ICE     0.00023209
15968    ICE    -0.00596552
17255    ICE    -0.00428945
17665    ICE    -0.00741267
18678    ICE    -0.03749390
18872    ICE    -0.05171561
19452    ICE    -0.00923301
20216    ICE    -0.02158964
20973    ICE    -0.02767431
21897    ICE    -0.03169488
22282    ICE     0.04329543
22452    ICE    -0.00589332

IDXX
      ticker  signal_return
344     IDXX    -0.01500396
489     IDXX     0.02183908
868     IDXX     0.01313374
2217    IDXX    -0.00591639
2600    IDXX     0.06051218
2758    IDXX     0.00458366
3118    IDXX    -0.03081086
3855    IDXX     0.01966977
4671    IDXX     0.01719029
5298    IDXX    -0.01427741
5587    IDXX    -0.01072745
5954    IDXX     0.02092021
6683    IDXX     0.04674525
6966    IDXX     0.04417460
8115    IDXX     0.02425474
8292    IDXX    -0.01229249
9534    IDXX    -0.21034859
9562    IDXX     0.05067874
10949   IDXX    -0.05702466
11141   IDXX     0.05282702
11455   IDXX    -0.10442867
12491   IDXX    -0.02153090
14450   IDXX     0.02227264
15099   IDXX     0.01463349
15527   IDXX     0.03964829
15692   IDXX     0.01177299
15859   IDXX    -0.00385095
15969   IDXX    -0.02287095
16669   IDXX     0.02236277
17241   IDXX     0.04704363
17409   IDXX    -0.01313087
17630   IDXX     0.01492434
18241   IDXX    -0.03728018
18543   IDXX     0.01159789
19132   IDXX     0.01507061
20108   IDXX     0.15703100
20640   IDXX     0.01431678
20840   IDXX     0.01468319
21109   IDXX     0.00000000
21323   IDXX     0.03589007
21548   IDXX    -0.03186217

IFF
      ticker  signal_return
1044     IFF     0.02415797
1195     IFF    -0.01750690
2759     IFF     0.00912345
2928     IFF     0.02089264
3804     IFF     0.01491061
4409     IFF    -0.01296984
4550     IFF     0.01247873
4855     IFF    -0.01125536
5360     IFF    -0.03031927
6087     IFF     0.00977258
6476     IFF    -0.04545754
7385     IFF     0.02199610
8188     IFF     0.03527801
8620     IFF     0.05616075
8805     IFF    -0.00769486
9641     IFF    -0.02979145
9797     IFF    -0.04205293
10156    IFF     0.00882988
11739    IFF    -0.01424984
11954    IFF    -0.01092814
12057    IFF    -0.07302093
12535    IFF    -0.02495113
12815    IFF     0.02364534
12972    IFF    -0.00798260
14269    IFF    -0.04770442
15388    IFF    -0.01574316
15767    IFF     0.00993151
16022    IFF    -0.00387327
16187    IFF    -0.03732647
16860    IFF     0.00993524
16996    IFF    -0.00539085
17269    IFF     0.00206034
17962    IFF     0.01085859
18086    IFF    -0.03952012
18313    IFF     0.01472532
18827    IFF     0.06556501
20974    IFF     0.05117308
21403    IFF     0.00685899

ILMN
      ticker  signal_return
34      ILMN    -0.00813499
430     ILMN    -0.05970581
745     ILMN     0.04685815
967     ILMN     0.00350431
1318    ILMN    -0.00863607
1581    ILMN     0.01245542
1700    ILMN     0.03788900
1866    ILMN    -0.01377445
2088    ILMN     0.15580233
2245    ILMN     0.02330977
2652    ILMN     0.04626794
2805    ILMN     0.05224941
4307    ILMN     0.04713756
4756    ILMN    -0.04350005
6405    ILMN    -0.06896688
6633    ILMN     0.02172951
6787    ILMN    -0.01852436
8351    ILMN    -0.03486291
9954    ILMN     0.00214404
10177   ILMN     0.00162214
10368   ILMN    -0.02779045
10772   ILMN     0.03547930
11546   ILMN    -0.00750556
12025   ILMN     0.07038139
12155   ILMN     0.00260953
13289   ILMN    -0.04170422
13970   ILMN     0.07307621
14114   ILMN    -0.04786220
15354   ILMN    -0.21917960
16861   ILMN    -0.00208284
16997   ILMN     0.06138377
17176   ILMN    -0.00457722
17410   ILMN     0.00224713
18283   ILMN    -0.04384785
19109   ILMN    -0.03216095
19327   ILMN     0.03376117
19821   ILMN    -0.02335595
20698   ILMN    -0.02641210
21086   ILMN    -0.00897861
21217   ILMN     0.01710896
21450   ILMN     0.02830096

INCY
      ticker  signal_return
345     INCY    -0.11569147
1150    INCY     0.06351691
1361    INCY    -0.02673509
1777    INCY    -0.01511166
2019    INCY     0.13129103
2246    INCY     0.01185815
2727    INCY    -0.07400739
3304    INCY    -0.05104206
3473    INCY     0.12931719
5043    INCY    -0.05574862
6702    INCY     0.16797738
7022    INCY    -0.01791602
7275    INCY    -0.01171784
7596    INCY    -0.06811456
8352    INCY    -0.05673302
8835    INCY     0.02604434
8948    INCY    -0.02209731
9154    INCY    -0.08465434
9373    INCY     0.05533700
9470    INCY    -0.09188153
10773   INCY    -0.03104040
11740   INCY    -0.17670863
11869   INCY     0.00984752
11917   INCY    -0.03954746
13653   INCY     0.17092124
13971   INCY    -0.06037302
16023   INCY     0.01129291
17202   INCY     0.00695943
18036   INCY     0.02636608
18242   INCY    -0.11617439
18873   INCY    -0.03309718
19812   INCY    -0.04208835
20584   INCY     0.04252468
20841   INCY     0.07278223
21719   INCY     0.00374246

INFO
      ticker  signal_return
6035    INFO     0.01572159
6211    INFO     0.03190346
7626    INFO    -0.05987019
11334   INFO     0.05940949
12209   INFO     0.01783992
13773   INFO    -0.02058949
14878   INFO     0.04207457
15069   INFO    -0.03365771
15324   INFO    -0.00564654
16248   INFO     0.00061087
16473   INFO    -0.05879473
16900   INFO    -0.01226325
17578   INFO     0.01180271
19021   INFO    -0.02344409
19869   INFO     0.01732877
20002   INFO    -0.00858158
20401   INFO    -0.00148625
21098   INFO     0.01414722
21218   INFO     0.01101359
21347   INFO     0.00711747
21932   INFO     0.03977860
22477   INFO    -0.01361723

INTC
      ticker  signal_return
703     INTC     0.00927937
906     INTC    -0.01098867
1151    INTC    -0.00162734
1319    INTC    -0.05666892
1847    INTC     0.00310801
2135    INTC    -0.04632245
3421    INTC     0.00056781
4187    INTC     0.03063855
4471    INTC     0.01098729
4660    INTC     0.02192138
4856    INTC     0.00352621
4967    INTC     0.07845364
5105    INTC    -0.01739966
5588    INTC    -0.01432689
5797    INTC    -0.02261439
6406    INTC     0.01674869
7208    INTC     0.03552286
8444    INTC    -0.01480575
9005    INTC     0.03564352
9217    INTC    -0.03031534
9935    INTC     0.02676237
10522   INTC     0.01625513
10702   INTC    -0.03297936
10915   INTC    -0.00832182
11628   INTC    -0.06768680
12125   INTC     0.05204686
12240   INTC     0.01722878
12378   INTC    -0.01081408
13505   INTC    -0.02787421
13774   INTC     0.00539085
14245   INTC    -0.04128947
15041   INTC    -0.01944806
16383   INTC    -0.00577597
16757   INTC     0.05849621
16998   INTC    -0.02439145
17631   INTC     0.02106508
17912   INTC    -0.01282411
18679   INTC    -0.01398652
19948   INTC    -0.02149465
21451   INTC     0.00270856
22568   INTC     0.03532698

INTU
      ticker  signal_return
512     INTU     0.02316140
746     INTU     0.02852269
1045    INTU     0.00991744
1196    INTU     0.00000000
1470    INTU     0.00911901
1701    INTU     0.00709782
1992    INTU    -0.01057931
2728    INTU    -0.05754879
3100    INTU    -0.02825430
4857    INTU    -0.01954572
5484    INTU     0.02364288
6117    INTU    -0.03619045
7023    INTU     0.01161453
8757    INTU     0.00936462
8903    INTU    -0.01054384
9081    INTU     0.00751846
9516    INTU    -0.01105203
9752    INTU    -0.00409597
9955    INTU    -0.00323678
11629   INTU     0.03499132
12874   INTU    -0.02950066
13693   INTU    -0.00272257
14403   INTU    -0.02386603
14854   INTU     0.00039204
14968   INTU     0.01288341
15970   INTU    -0.00102559
16643   INTU     0.04438413
16790   INTU    -0.00433915
17865   INTU    -0.02105146
18742   INTU    -0.03379738
19088   INTU     0.01975094
19513   INTU     0.00093438
19949   INTU    -0.00143260
20550   INTU     0.03636469
21761   INTU    -0.01378567
22007   INTU     0.08522891
22202   INTU     0.00971702

IP
      ticker  signal_return
299       IP     0.03904451
1635      IP     0.01081302
4188      IP     0.00544396
4410      IP     0.00599989
4515      IP    -0.00164651
4757      IP    -0.01474809
6212      IP    -0.00533562
6407      IP    -0.01120701
6906      IP     0.01920601
7067      IP     0.01226629
8588      IP     0.02367712
8758      IP    -0.02070249
9471      IP    -0.01773966
9701      IP    -0.02270399
10178     IP    -0.00356789
10369     IP     0.04046973
10571     IP     0.01631219
10703     IP    -0.03188951
11630     IP     0.01317602
11955     IP     0.04348511
12058     IP    -0.05880238
13226     IP    -0.03524123
13506     IP    -0.00686533
13919     IP    -0.04530548
14511     IP     0.02424049
14644     IP     0.02573126
15389     IP     0.01043004
15572     IP    -0.05609382
16901     IP     0.01725533
17357     IP     0.02038417
17475     IP     0.01625036
17579     IP     0.00469341
18591     IP     0.03471162
19328     IP     0.07605947
19950     IP     0.01244461
21525     IP    -0.03275948
22407     IP     0.03302987

IPG
      ticker  signal_return
220      IPG    -0.01322238
770      IPG    -0.07623928
1891     IPG    -0.00399202
2526     IPG    -0.03369385
4079     IPG     0.04659477
4308     IPG    -0.00102197
5106     IPG     0.03517826
5901     IPG     0.02771163
6213     IPG     0.04187592
6408     IPG    -0.03613447
7156     IPG     0.02193508
7458     IPG    -0.00585653
7940     IPG    -0.08461387
8663     IPG     0.01838205
10098    IPG     0.00297324
10523    IPG    -0.01248715
11164    IPG    -0.01895791
11741    IPG    -0.01367991
11856    IPG    -0.04704235
12346    IPG     0.04457186
12520    IPG     0.00000000
13507    IPG    -0.00674615
13871    IPG    -0.04449297
14184    IPG    -0.01951281
14969    IPG     0.01103520
15258    IPG    -0.00813187
16188    IPG    -0.02506397
16356    IPG    -0.06483752
16559    IPG    -0.03139767
18003    IPG    -0.01985625
19089    IPG     0.01846964
21348    IPG    -0.04261144
21549    IPG    -0.02967825
22247    IPG    -0.04627449

IR
      ticker  signal_return
179       IR     0.01190672
661       IR     0.01484808
1412      IR     0.00818511
1647      IR     0.05340216
1892      IR    -0.00129597
2089      IR    -0.00528128
3317      IR    -0.03925524
3529      IR    -0.05855679
4309      IR     0.02403959
4492      IR     0.00428742
5107      IR    -0.05284489
6063      IR     0.03711985
6477      IR    -0.06469018
6841      IR     0.01411266
7881      IR    -0.01689388
8445      IR     0.00285736
8621      IR     0.01729741
9408      IR    -0.02487690
9829      IR    -0.00944889
11010     IR     0.07224491
11226     IR    -0.02789952
11631     IR     0.03612409
12059     IR    -0.03546334
13227     IR    -0.05346691
13508     IR    -0.00500675
13872     IR    -0.02223661
14404     IR     0.01893797
14566     IR     0.01902546
14799     IR     0.00457966
14970     IR    -0.03142134
15259     IR     0.00456874
15528     IR     0.00928540
16474     IR    -0.01797022
16862     IR     0.00253637
18221     IR    -0.05054366
18797     IR     0.05969259
19453     IR    -0.00411100
19951     IR    -0.00302001
21404     IR     0.05308525
21659     IR    -0.01559639
22504     IR    -0.01373918

IRM
      ticker  signal_return
271      IRM    -0.06978327
1252     IRM    -0.05979578
1826     IRM    -0.03531346
2461     IRM    -0.01241785
4006     IRM     0.00268817
4129     IRM     0.01171507
4369     IRM    -0.01916992
4714     IRM    -0.00955869
5589     IRM    -0.02011241
6103     IRM    -0.03692727
6996     IRM    -0.00950628
7439     IRM    -0.03993176
7752     IRM    -0.01123748
9642     IRM    -0.01267663
10099    IRM     0.01701381
10524    IRM     0.00419018
10679    IRM    -0.02808901
11142    IRM     0.02162977
11742    IRM    -0.02573409
12138    IRM     0.00220507
13006    IRM     0.01539620
13143    IRM    -0.03127021
13587    IRM     0.03091804
14302    IRM     0.02176628
14405    IRM     0.02491261
14567    IRM     0.02719733
14800    IRM     0.00458787
14971    IRM    -0.02661984
15355    IRM     0.02135312
15529    IRM     0.01462700
15718    IRM    -0.00289893
16287    IRM    -0.00754917
16644    IRM    -0.00685021
16863    IRM    -0.02396656
17110    IRM    -0.01884309
17886    IRM    -0.03556543
18133    IRM     0.04922824
18592    IRM     0.02035223
18943    IRM    -0.01701901
19912    IRM     0.04234333
20177    IRM     0.02162831
20316    IRM     0.00238949
22319    IRM    -0.03068145

ISRG
      ticker  signal_return
379     ISRG    -0.07025544
513     ISRG    -0.07670814
1661    ISRG    -0.04136016
2090    ISRG     0.02349895
3381    ISRG    -0.00764667
3669    ISRG     0.03325348
3900    ISRG    -0.05167996
5135    ISRG     0.01154414
6239    ISRG    -0.04515174
6967    ISRG     0.01454039
7813    ISRG    -0.00420086
9360    ISRG     0.01930858
9450    ISRG    -0.09967428
10619   ISRG    -0.03985604
10950   ISRG    -0.01759404
12060   ISRG    -0.01136961
13161   ISRG     0.00814091
13320   ISRG    -0.00023495
14645   ISRG     0.00446928
14972   ISRG     0.01620115
15426   ISRG    -0.01808169
16384   ISRG     0.00013608
16701   ISRG     0.01102988
16999   ISRG    -0.02881603
18021   ISRG    -0.00496935
18544   ISRG    -0.00127600
18874   ISRG     0.01251155
20003   ISRG    -0.00426623
20178   ISRG     0.00481655
20317   ISRG     0.02976233
20551   ISRG     0.00977057
20943   ISRG     0.00219401
21066   ISRG     0.01111217
21324   ISRG     0.03206668
21526   ISRG     0.01266216
21700   ISRG    -0.00805076
21856   ISRG     0.04278453
22070   ISRG     0.01868785
22320   ISRG    -0.02848116
22569   ISRG    -0.00463662

IT
      ticker  signal_return
704       IT    -0.00130847
1152      IT     0.03270175
1436      IT    -0.00521474
1549      IT    -0.00045130
1648      IT     0.03558469
1827      IT    -0.00713779
2628      IT    -0.07026120
3076      IT    -0.00555403
3824      IT    -0.05104999
5545      IT     0.00459771
5703      IT     0.00013276
5827      IT    -0.01384790
6657      IT     0.03248486
6842      IT     0.03446308
7068      IT    -0.00644445
7753      IT    -0.02291502
8515      IT    -0.01057012
9830      IT    -0.00364133
10394     IT    -0.03763670
11227     IT     0.01036972
11743     IT    -0.02642490
12913     IT    -0.01463707
13694     IT     0.01800121
15070     IT    -0.01352133
15693     IT     0.03022379
15919     IT     0.03166360
17442     IT     0.00887045
17794     IT    -0.01132490
18058     IT    -0.00124780
18490     IT     0.00139276
18743     IT     0.06554158
18987     IT     0.02133780
19514     IT    -0.01343204
20869     IT     0.05078821
21349     IT     0.00907695
22071     IT     0.02504843
22539     IT    -0.00080880

ITW
      ticker  signal_return
180      ITW     0.01421238
1550     ITW    -0.01931821
1702     ITW     0.03056636
1867     ITW    -0.01058338
2527     ITW    -0.02596881
3401     ITW     0.00240240
3970     ITW    -0.01281551
4370     ITW    -0.00350937
5227     ITW     0.00938522
5563     ITW    -0.00743163
6409     ITW    -0.03167520
6730     ITW     0.01172969
6927     ITW     0.01632910
7103     ITW     0.02235437
7495     ITW    -0.02288382
8664     ITW     0.01002489
9472     ITW    -0.00780677
10157    ITW    -0.00064795
10951    ITW     0.00268276
11632    ITW     0.00187926
12422    ITW     0.01479236
12575    ITW    -0.02282537
12973    ITW    -0.02005967
13428    ITW     0.05931150
13775    ITW     0.00246457
14318    ITW    -0.00761344
14541    ITW     0.00449210
14801    ITW     0.00702730
15042    ITW     0.00077920
15208    ITW     0.01228294
16049    ITW     0.02489832
16560    ITW    -0.05689629
16818    ITW     0.01502282
17000    ITW     0.01330628
17296    ITW     0.01739322
17411    ITW     0.00393257
17682    ITW    -0.02813313
18422    ITW    -0.00035305
18944    ITW     0.00679230
19227    ITW    -0.00454238
19454    ITW    -0.02991218
20004    ITW    -0.01323175
20420    ITW     0.01084228
20614    ITW     0.01699161
20944    ITW    -0.01195662
21405    ITW    -0.01521243
22203    ITW     0.00868272
22427    ITW     0.02148586

IVZ
      ticker  signal_return
469      IVZ    -0.04399625
1437     IVZ     0.01152086
1814     IVZ     0.00412939
2528     IVZ    -0.06700490
3351     IVZ    -0.06619755
4310     IVZ     0.00053093
4858     IVZ    -0.01827250
5485     IVZ     0.03442805
5617     IVZ     0.00858164
6410     IVZ     0.00841367
8002     IVZ    -0.00321975
8152     IVZ    -0.02084819
9082     IVZ     0.00024169
10461    IVZ     0.02416084
10620    IVZ    -0.00615387
11547    IVZ     0.03776176
12061    IVZ    -0.04983687
13635    IVZ     0.03779173
13873    IVZ    -0.02692941
14185    IVZ    -0.04512614
15390    IVZ     0.01993215
15573    IVZ    -0.09647187
16249    IVZ    -0.02403792
16475    IVZ     0.00943033
17476    IVZ     0.01871668
17580    IVZ     0.01924370
18185    IVZ    -0.03728327
18593    IVZ     0.04356151
19022    IVZ    -0.00596080
19455    IVZ    -0.03766982
20074    IVZ    -0.04602699
20489    IVZ    -0.02938687
22283    IVZ     0.03275112
22540    IVZ    -0.01107809

JBHT
      ticker  signal_return
452     JBHT    -0.04094058
2091    JBHT    -0.02091646
2827    JBHT     0.00434997
3237    JBHT     0.00328173
3638    JBHT    -0.01224908
3825    JBHT    -0.01439572
4054    JBHT    -0.00853490
5017    JBHT     0.00686327
6064    JBHT    -0.00780452
6478    JBHT    -0.04872338
6658    JBHT     0.01204988
6843    JBHT     0.00237902
7754    JBHT     0.00637923
8153    JBHT    -0.07159968
8789    JBHT    -0.00280080
9083    JBHT    -0.00488340
9385    JBHT     0.00195844
10572   JBHT    -0.00194718
11308   JBHT     0.00012445
11548   JBHT     0.06018441
12929   JBHT    -0.01749390
13228   JBHT    -0.03150086
13509   JBHT     0.04998066
14542   JBHT     0.03672747
14802   JBHT     0.01818552
15356   JBHT    -0.02659700
16561   JBHT    -0.04760084
18798   JBHT     0.09726685
19201   JBHT     0.04348740
19389   JBHT     0.01493854
21000   JBHT     0.02572910
21762   JBHT     0.03725241

JCI
      ticker  signal_return
662      JCI     0.01903876
1197     JCI     0.00212540
1362     JCI    -0.01917831
1703     JCI     0.03890565
1868     JCI    -0.00926384
2784     JCI     0.01467829
2990     JCI     0.01499624
4130     JCI    -0.00851265
4371     JCI     0.00717653
4493     JCI     0.01313792
6264     JCI     0.06557729
6548     JCI    -0.03307965
7882     JCI    -0.01156082
8446     JCI    -0.01845160
9535     JCI     0.01029255
9787     JCI    -0.02877533
10525    JCI    -0.00934829
10680    JCI    -0.01053473
10952    JCI     0.01081384
11744    JCI    -0.04739956
12062    JCI    -0.03859000
13117    JCI     0.05119601
13510    JCI     0.00330360
14426    JCI     0.02482348
14683    JCI     0.00191912
15305    JCI     0.05329860
15492    JCI    -0.01724403
15860    JCI     0.02358252
15971    JCI     0.02079757
16077    JCI     0.00573857
16385    JCI    -0.03165333
17036    JCI     0.01799849
17709    JCI    -0.08645381
18331    JCI    -0.01596749
18828    JCI     0.01266412
19202    JCI     0.00262755
21406    JCI    -0.03317054

JEC
      ticker  signal_return
991      JEC     0.00809066
1153     JEC    -0.05088590
2112     JEC     0.02638190
2277     JEC    -0.07827308
3784     JEC     0.00756314
4007     JEC     0.02659880
5228     JEC     0.04551122
6088     JEC     0.05478548
7597     JEC     0.10652349
7698     JEC    -0.10256917
8189     JEC    -0.03140015
8447     JEC    -0.07116025
9198     JEC     0.00000000
9346     JEC     0.03972335
10526    JEC     0.01487016
11335    JEC    -0.01490879
11745    JEC    -0.05467232
12847    JEC     0.01693580
12974    JEC    -0.04410808
13827    JEC    -0.02760662
14730    JEC     0.02975580
15574    JEC    -0.01118580
15694    JEC     0.06682984
16050    JEC     0.03343630
16386    JEC    -0.06396116
17148    JEC    -0.02735818
17338    JEC    -0.03441672
18875    JEC     0.06555103
19173    JEC     0.04434915
21014    JEC     0.00625462
21898    JEC    -0.02350801

JNJ
      ticker  signal_return
431      JNJ    -0.04922949
907      JNJ    -0.00354934
1085     JNJ     0.00360858
1281     JNJ     0.00901139
2406     JNJ     0.01839080
3263     JNJ     0.01561805
3639     JNJ     0.01331101
4189     JNJ     0.01681040
4439     JNJ    -0.02106567
4626     JNJ    -0.00266337
4892     JNJ    -0.01029039
5924     JNJ     0.02280972
6529     JNJ    -0.03394966
6928     JNJ    -0.00064347
8190     JNJ     0.00283356
8448     JNJ    -0.00954092
8622     JNJ    -0.02527717
9880     JNJ    -0.01816551
11633    JNJ     0.00408956
12379    JNJ     0.01831808
12576    JNJ    -0.01310299
12816    JNJ     0.00035247
13058    JNJ    -0.01138865
13162    JNJ    -0.01373064
13588    JNJ     0.01188782
13874    JNJ    -0.06479958
14354    JNJ     0.00438179
14451    JNJ    -0.00937038
14646    JNJ    -0.00195158
14899    JNJ    -0.00276881
15357    JNJ     0.02299157
15768    JNJ    -0.00735233
16078    JNJ     0.02168645
16626    JNJ     0.03662135
16964    JNJ    -0.00079872
18059    JNJ    -0.01254147
18377    JNJ     0.01264350
19282    JNJ     0.00179856
20421    JNJ     0.04512168
20699    JNJ     0.00193580
20842    JNJ     0.01973257
22149    JNJ     0.01930562
22383    JNJ     0.02121337
22593    JNJ    -0.00811228

JNPR
      ticker  signal_return
792     JNPR    -0.00268601
968     JNPR    -0.04186042
1551    JNPR    -0.04724544
1869    JNPR     0.01784169
2020    JNPR     0.12146058
2218    JNPR     0.07124674
3504    JNPR    -0.01279506
3754    JNPR    -0.03154060
5018    JNPR     0.06054594
6177    JNPR     0.02238899
6411    JNPR    -0.02284627
7814    JNPR     0.00488131
8623    JNPR     0.02298952
8806    JNPR    -0.01941530
9536    JNPR     0.02903126
9682    JNPR     0.00073855
9831    JNPR     0.00545159
9989    JNPR    -0.01199218
12169   JNPR     0.00440903
12334   JNPR     0.04209103
12492   JNPR    -0.00221134
13249   JNPR    -0.02857854
13429   JNPR     0.04272198
13972   JNPR    -0.05500412
15695   JNPR    -0.01818635
16562   JNPR    -0.03833302
17088   JNPR    -0.06260080
18186   JNPR    -0.05630626
18545   JNPR    -0.03899129
19251   JNPR     0.00558557
19456   JNPR     0.02174386
21486   JNPR     0.02811430

JPM
      ticker  signal_return
1253     JPM     0.04612230
1413     JPM    -0.01379814
1815     JPM     0.00411241
1952     JPM     0.00940419
2159     JPM    -0.05209871
2529     JPM    -0.04377106
3238     JPM    -0.00316588
3856     JPM    -0.00789937
4987     JPM     0.00684114
5136     JPM    -0.00152659
5955     JPM    -0.01926461
6997     JPM    -0.01954888
7556     JPM    -0.04335044
8154     JPM    -0.01363657
8449     JPM    -0.06254822
9386     JPM    -0.01164752
9683     JPM     0.01121622
9832     JPM     0.00904302
10128    JPM     0.01223572
10319    JPM    -0.00189187
10830    JPM     0.00114943
11634    JPM    -0.00829880
12656    JPM    -0.00664454
13430    JPM     0.09111584
13875    JPM    -0.02718959
14270    JPM    -0.08572294
15260    JPM     0.03888453
15990    JPM     0.00441636
16476    JPM    -0.03527645
17297    JPM    -0.01489163
17600    JPM     0.00729224
18187    JPM     0.00647919
18546    JPM    -0.00653075
18799    JPM     0.12910331
19329    JPM     0.03990704
19649    JPM    -0.00034676
20364    JPM     0.01660984
20700    JPM    -0.02586584
21899    JPM    -0.01694358
22150    JPM    -0.02119795

JWN
      ticker  signal_return
869      JWN     0.00514055
1107     JWN     0.01029610
2303     JWN     0.02972983
2530     JWN    -0.04972143
3101     JWN    -0.01745640
3402     JWN    -0.01265239
4038     JWN    -0.03902229
5497     JWN    -0.06452892
5746     JWN    -0.02094768
6604     JWN    -0.00517882
6788     JWN     0.01738698
7104     JWN     0.01232764
7276     JWN    -0.00207959
7755     JWN     0.00834997
8759     JWN    -0.01160938
9181     JWN    -0.03196817
9434     JWN    -0.02238272
9643     JWN    -0.01601715
9833     JWN    -0.01578839
10015    JWN    -0.01285752
10795    JWN     0.00431363
11746    JWN    -0.01565520
12423    JWN    -0.00337942
12709    JWN     0.13594944
13431    JWN     0.05380374
13730    JWN    -0.04755186
14512    JWN     0.07180334
14803    JWN    -0.03941311
15696    JWN     0.07412376
15838    JWN     0.02691674
17111    JWN    -0.07538705
17371    JWN     0.09059690
18222    JWN    -0.00483183
18945    JWN     0.04313949
19676    JWN     0.00644694
19730    JWN     0.04181121
20075    JWN    -0.02467553
21015    JWN    -0.04146278
21601    JWN     0.01449153
21857    JWN    -0.02214472

K
      ticker  signal_return
300        K    -0.00574423
908        K    -0.01868626
2407       K     0.01728054
3024       K     0.00715683
3136       K    -0.00549274
3352       K     0.03678900
3755       K    -0.03385543
3971       K    -0.01205720
4165       K     0.00159919
5259       K     0.01501886
6479       K    -0.03392389
7157       K    -0.00703690
7386       K     0.00226159
7656       K    -0.01622632
8191       K     0.01378119
8624       K    -0.01240302
10129      K    -0.01100513
11102      K     0.04818592
11416      K    -0.03366929
12380      K    -0.01426598
13179      K     0.01516852
13321      K    -0.02061645
14293      K    -0.01545834
14804      K    -0.01316848
15100      K    -0.00786543
16216      K    -0.00853159
16670      K     0.01205201
16921      K    -0.03385305
18134      K     0.00131406
18357      K     0.00951303
18946      K    -0.01081536
19330      K    -0.01579900
20270      K    -0.02289217
21487      K     0.03632102

KAUFMA
       ticker  signal_return
84     KAUFMA     0.02973194
258    KAUFMA     0.02310189
346    KAUFMA     0.02579869
514    KAUFMA     0.02337607
747    KAUFMA     0.01966791
936    KAUFMA     0.02069488
1072   KAUFMA     0.02867824
1254   KAUFMA     0.02765764
1438   KAUFMA     0.02717210
1552   KAUFMA     0.02173161
1649   KAUFMA     0.03010497
1828   KAUFMA     0.03256527
1971   KAUFMA     0.03258437
2160   KAUFMA     0.01569079
2344   KAUFMA     0.02859085
2531   KAUFMA     0.02995995
2729   KAUFMA     0.03261567
2892   KAUFMA     0.03048581
3025   KAUFMA     0.03492721
3153   KAUFMA     0.01947340
3264   KAUFMA     0.03759832
3382   KAUFMA     0.04059756
3505   KAUFMA     0.02493842
3640   KAUFMA     0.03290199
3785   KAUFMA     0.03479363
3901   KAUFMA     0.02754522
4022   KAUFMA     0.03193644
4108   KAUFMA     0.02879419
4244   KAUFMA     0.03541387
4456   KAUFMA     0.03866163
...       ...            ...
18243  KAUFMA     0.04472059
18358  KAUFMA     0.04908436
18491  KAUFMA     0.04641566
18705  KAUFMA     0.04764390
18947  KAUFMA     0.04194081
19110  KAUFMA     0.03913051
19252  KAUFMA     0.04867029
19457  KAUFMA     0.04080714
19595  KAUFMA     0.04129663
19683  KAUFMA     0.04150138
19754  KAUFMA     0.05584835
19844  KAUFMA     0.05262311
19924  KAUFMA     0.05279747
20109  KAUFMA     0.04862147
20240  KAUFMA     0.05726916
20454  KAUFMA     0.05303171
20641  KAUFMA     0.04918150
20815  KAUFMA     0.04626032
20975  KAUFMA     0.04325626
21067  KAUFMA     0.04444939
21147  KAUFMA     0.05302238
21219  KAUFMA     0.04914545
21350  KAUFMA     0.04604232
21550  KAUFMA     0.05258746
21720  KAUFMA     0.04402690
21858  KAUFMA     0.05078588
22026  KAUFMA     0.05086956
22284  KAUFMA     0.05200963
22428  KAUFMA     0.03852603
22594  KAUFMA     0.05232564

[154 rows x 2 columns]

KEY
      ticker  signal_return
616      KEY     0.00675276
870      KEY    -0.01901801
1086     KEY    -0.01314283
1626     KEY     0.01442150
1816     KEY    -0.00297619
2052     KEY    -0.01685639
2247     KEY    -0.07790367
2532     KEY    -0.02882505
3215     KEY     0.00070398
5346     KEY     0.01369884
6412     KEY     0.04201966
7558     KEY    -0.03545423
7884     KEY    -0.01144505
8117     KEY     0.02956668
8967     KEY     0.01387947
9798     KEY     0.00334560
10131    KEY     0.01772281
10395    KEY    -0.04108827
11380    KEY    -0.01652930
11549    KEY     0.02420047
12536    KEY    -0.07520008
13512    KEY     0.02915658
13777    KEY     0.05905114
14049    KEY     0.01121507
14272    KEY    -0.06765865
15391    KEY     0.04807443
15972    KEY     0.01756509
16477    KEY     0.00998647
17632    KEY    -0.00965414
18188    KEY    -0.00471328
18398    KEY     0.09305602
18800    KEY     0.14388000
19051    KEY     0.00525242
19203    KEY     0.02411329
19371    KEY     0.03080552
20365    KEY     0.00317461
20701    KEY    -0.02988427
21016    KEY    -0.03431567

KHC
      ticker  signal_return
12381    KHC    -0.01626872
13930    KHC    -0.00013162
14974    KHC    -0.01007597
15697    KHC     0.03981389
16671    KHC     0.01536508
18777    KHC     0.03437347
19023    KHC    -0.04349574
19886    KHC     0.00553080
20048    KHC    -0.00898781
20318    KHC     0.04627410
21602    KHC    -0.00224467
22248    KHC    -0.02939952

KIM
      ticker  signal_return
432      KIM    -0.05261709
833      KIM    -0.00231642
2671     KIM     0.02846005
2828     KIM     0.00867783
2971     KIM    -0.00947874
3598     KIM     0.00441697
3756     KIM     0.00524706
3902     KIM    -0.01826932
4311     KIM    -0.04563034
6036     KIM     0.00227946
6635     KIM     0.03086150
6844     KIM    -0.00643348
7338     KIM     0.00275320
8024     KIM     0.02826518
8220     KIM     0.02106845
8369     KIM    -0.00957624
9597     KIM     0.03050525
10100    KIM     0.01062709
10527    KIM    -0.05409172
11165    KIM     0.00806131
11457    KIM    -0.09218396
12190    KIM    -0.01134376
12314    KIM     0.01290340
12459    KIM     0.01184760
14001    KIM     0.01387897
14695    KIM    -0.00320913
15671    KIM     0.01029522
16564    KIM     0.06390017
17177    KIM    -0.01935033
17795    KIM     0.01111123
18189    KIM    -0.01321684
18547    KIM     0.07699039
18744    KIM    -0.02605753
19702    KIM    -0.06441416
20402    KIM    -0.01398624
20702    KIM     0.06611103
20843    KIM    -0.05409160
21488    KIM     0.04994978
21660    KIM     0.03725871
21794    KIM     0.01974977
22119    KIM    -0.02317142

KLAC
      ticker  signal_return
119     KLAC     0.00294214
515     KLAC     0.02451026
909     KLAC    -0.03411517
2533    KLAC    -0.04260844
2760    KLAC     0.00819107
3077    KLAC     0.00933180
3195    KLAC     0.01821386
3403    KLAC    -0.02890871
4627    KLAC     0.01376201
4759    KLAC     0.01976484
5546    KLAC     0.01338389
5652    KLAC     0.01525756
5769    KLAC    -0.00038317
5925    KLAC     0.01186846
6413    KLAC    -0.00542086
6929    KLAC    -0.01925406
7277    KLAC     0.02359695
7496    KLAC    -0.02697274
7849    KLAC    -0.01353352
8393    KLAC    -0.00627409
9218    KLAC     0.02766570
10158   KLAC    -0.00818510
10831   KLAC    -0.00493266
11550   KLAC    -0.02346328
12347   KLAC     0.02820127
12817   KLAC    -0.01093890
12976   KLAC     0.01214975
13290   KLAC    -0.01186700
13778   KLAC    -0.00154799
14696   KLAC     0.02494460
14975   KLAC     0.00013819
16079   KLAC     0.00190892
16357   KLAC    -0.03033434
16864   KLAC     0.00806403
17001   KLAC     0.00429492
17178   KLAC    -0.00842793
17358   KLAC    -0.01011716
18548   KLAC    -0.00746571
18801   KLAC     0.00642662
19052   KLAC     0.06582387
20005   KLAC     0.01605096
20403   KLAC     0.02500412
20703   KLAC     0.00120225
20870   KLAC     0.01586068
21325   KLAC     0.03236333
21527   KLAC    -0.02720324
22072   KLAC     0.00977562
22285   KLAC    -0.05069988

KMB
      ticker  signal_return
617      KMB     0.05088429
834      KMB     0.02341808
992      KMB    -0.00821000
3181     KMB    -0.00351811
4592     KMB    -0.02018286
5019     KMB    -0.04237695
5198     KMB     0.02884906
6292     KMB    -0.03541513
6605     KMB     0.02222709
6845     KMB     0.03290709
7387     KMB    -0.01481748
7850     KMB     0.00769893
8294     KMB    -0.07647704
8327     KMB     0.03360819
9006     KMB    -0.00476101
9473     KMB    -0.01084070
10832    KMB    -0.00357686
11104    KMB     0.03557123
11815    KMB    -0.00655803
12288    KMB     0.03320781
13059    KMB     0.00441249
13163    KMB     0.01539044
13279    KMB     0.00188709
14070    KMB    -0.00314985
14406    KMB    -0.00713838
14684    KMB     0.00400030
15152    KMB    -0.01179803
16672    KMB    -0.01111773
17443    KMB    -0.00874391
17796    KMB     0.00939665
18343    KMB     0.00766415
18465    KMB    -0.00437982
18778    KMB    -0.00497204
19952    KMB    -0.00543390
20241    KMB     0.01196748
20422    KMB     0.05410879

KMI
      ticker  signal_return
120      KMI    -0.03731354
1514     KMI     0.02575510
3137     KMI     0.00737774
4264     KMI     0.02465680
4628     KMI     0.00027751
5020     KMI     0.02117758
5443     KMI     0.04397678
6531     KMI    -0.10475163
7105     KMI     0.00960574
7339     KMI    -0.02053068
7918     KMI    -0.02489755
9361     KMI     0.02234344
9517     KMI    -0.02597450
10101    KMI     0.00801206
10250    KMI    -0.01580456
10591    KMI     0.01271877
10861    KMI     0.05688737
11265    KMI    -0.04873108
11747    KMI    -0.06797959
12063    KMI    -0.11637046
12735    KMI     0.00410678
12977    KMI     0.35501963
13654    KMI     0.12433016
14479    KMI    -0.03442022
16819    KMI     0.12412202
16965    KMI    -0.05672953
17477    KMI    -0.05428741
18706    KMI    -0.07851948
20179    KMI    -0.02025609
21374    KMI    -0.02364814
21661    KMI    -0.01755751
21900    KMI     0.00668899
22120    KMI    -0.02041984

KMX
      ticker  signal_return
433      KMX    -0.02299931
1750     KMX    -0.12257774
1960     KMX     0.01017215
3456     KMX     0.00827591
4629     KMX    -0.01663041
5770     KMX    -0.02221477
6037     KMX     0.02864917
6178     KMX    -0.04551632
6480     KMX    -0.06993396
6703     KMX     0.02790711
7497     KMX     0.00289042
7815     KMX     0.00813674
9259     KMX     0.05890654
10528    KMX    -0.00376082
10973    KMX     0.01857926
11635    KMX    -0.02388173
12756    KMX    -0.01610053
13432    KMX     0.04379335
13779    KMX     0.00088889
15153    KMX     0.01212362
15530    KMX    -0.06613826
16358    KMX    -0.03216528
16865    KMX    -0.00109589
17002    KMX     0.04193487
17412    KMX    -0.02645834
17720    KMX    -0.06599172
18037    KMX     0.00037658
18284    KMX     0.00195733
18441    KMX     0.00561011
18680    KMX    -0.00061646
19204    KMX     0.01191503
19407    KMX     0.02336135
19650    KMX    -0.03647961
19755    KMX     0.00194538
19953    KMX    -0.02223631
20989    KMX     0.03446627
21148    KMX    -0.00773426
21967    KMX    -0.02317907

KO
      ticker  signal_return
370       KO     0.00939478
910       KO    -0.00756624
1046      KO     0.00174629
1870      KO    -0.00963803
2345      KO     0.02661258
2534      KO    -0.03616601
3566      KO     0.01359556
3709      KO    -0.00146413
4551      KO     0.00957862
4715      KO     0.00474722
5260      KO    -0.00754341
6142      KO     0.02910808
6293      KO    -0.03007746
7388      KO    -0.02942720
9007      KO    -0.00366768
10272     KO    -0.02223146
10529     KO    -0.02134419
10833     KO    -0.01554939
11228     KO    -0.00888041
11748     KO    -0.02419680
12191     KO    -0.00143027
12382     KO    -0.01046156
13180     KO    -0.00388528
14356     KO    -0.01860626
14586     KO     0.02825915
14805     KO    -0.00415983
14976     KO     0.00107515
17797     KO    -0.00516386
18135     KO     0.00719600
18948     KO    -0.00438704
19331     KO    -0.01996369
20752     KO    -0.01041430
21017     KO    -0.00164842
21236     KO     0.00348716
21721     KO    -0.00365214
21968     KO     0.02790048
22204     KO    -0.01451851

KOLPAK
       ticker  signal_return
35     KOLPAK     0.01387598
250    KOLPAK     0.02526037
347    KOLPAK     0.01763790
453    KOLPAK     0.01978146
618    KOLPAK     0.01469240
835    KOLPAK     0.02922182
1017   KOLPAK     0.02166919
1154   KOLPAK     0.02466180
1320   KOLPAK     0.02578158
1496   KOLPAK     0.02781830
1609   KOLPAK     0.02847524
1778   KOLPAK     0.02040752
1923   KOLPAK     0.02644065
2053   KOLPAK     0.03390273
2219   KOLPAK     0.03300386
2390   KOLPAK     0.03245023
2613   KOLPAK     0.03187751
2806   KOLPAK     0.01641679
2929   KOLPAK     0.03990495
3102   KOLPAK     0.02684165
3182   KOLPAK     0.03389564
3287   KOLPAK     0.02474265
3404   KOLPAK     0.03914393
3506   KOLPAK     0.02683179
3655   KOLPAK     0.02225825
3805   KOLPAK     0.03503261
3942   KOLPAK     0.03961742
4055   KOLPAK     0.02230913
4146   KOLPAK     0.03228308
4312   KOLPAK     0.02351467
...       ...            ...
18107  KOLPAK     0.05849827
18285  KOLPAK     0.03963208
18399  KOLPAK     0.04185030
18594  KOLPAK     0.04126643
18779  KOLPAK     0.05451027
19024  KOLPAK     0.05058708
19174  KOLPAK     0.05050540
19332  KOLPAK     0.03817925
19547  KOLPAK     0.05472558
19626  KOLPAK     0.04756891
19703  KOLPAK     0.04997157
19794  KOLPAK     0.05041106
19870  KOLPAK     0.05880288
20049  KOLPAK     0.04911795
20180  KOLPAK     0.05976383
20366  KOLPAK     0.04867774
20552  KOLPAK     0.04941824
20765  KOLPAK     0.05122797
20892  KOLPAK     0.05310621
21018  KOLPAK     0.04995787
21110  KOLPAK     0.04827393
21184  KOLPAK     0.05304269
21281  KOLPAK     0.04508102
21452  KOLPAK     0.05130928
21662  KOLPAK     0.05621568
21795  KOLPAK     0.05056245
21969  KOLPAK     0.04825267
22151  KOLPAK     0.04744974
22349  KOLPAK     0.05511818
22505  KOLPAK     0.03847001

[154 rows x 2 columns]

KORS
      ticker  signal_return
221     KORS    -0.04621895
748     KORS    -0.01691481
1018    KORS     0.03733304
1704    KORS    -0.03838011
2601    KORS     0.06782807
2761    KORS    -0.00867485
2916    KORS    -0.00966191
4968    KORS     0.04098251
5347    KORS    -0.03796634
6011    KORS     0.05361601
8003    KORS    -0.02291474
8993    KORS    -0.00310415
9388    KORS     0.01150540
9799    KORS     0.01069529
9991    KORS    -0.05609343
10462   KORS     0.05202439
10863   KORS     0.02980809
11185   KORS    -0.15698829
11749   KORS    -0.13267711
13589   KORS     0.06054193
14050   KORS     0.00239187
14333   KORS     0.05889953
14480   KORS     0.00517332
15699   KORS     0.13621106
15840   KORS     0.00862694
18286   KORS    -0.04014707
19627   KORS     0.04398567
20217   KORS    -0.03417311
21744   KORS    -0.07241769
21933   KORS    -0.03274432
22152   KORS    -0.03057071

KR
      ticker  signal_return
143       KR     0.00737104
490       KR     0.01593564
749       KR     0.01371955
1972      KR     0.00387748
2195      KR     0.03459422
2380      KR     0.01124239
2972      KR     0.04293707
3405      KR    -0.01200281
3806      KR     0.00671071
4039      KR    -0.00298380
4265      KR    -0.00062467
4593      KR    -0.00545181
5165      KR    -0.04041358
5705      KR     0.00795580
6065      KR    -0.02261066
6241      KR    -0.00207684
6790      KR     0.04787299
7025      KR    -0.00145743
7389      KR     0.01887161
7598      KR     0.00276670
7756      KR     0.01016189
8025      KR     0.01162626
8295      KR     0.02393576
8472      KR     0.01673856
8625      KR     0.00468191
8950      KR     0.02629634
9084      KR    -0.00142866
9598      KR    -0.01457562
10638     KR     0.01330806
10864     KR    -0.00934101
11186     KR    -0.04835879
11636     KR    -0.00028625
13018     KR     0.03011086
13144     KR    -0.01564977
15493     KR     0.00535439
16723     KR     0.00160600
17242     KR     0.00986141
17459     KR    -0.03422563
17722     KR     0.01966854
18004     KR     0.02695581
18136     KR    -0.03756151
18949     KR     0.01958189
19596     KR    -0.02763074
20615     KR     0.09261363
20791     KR     0.00382543
22384     KR    -0.32272698
22478     KR     0.08494068

KSS
      ticker  signal_return
771      KSS     0.03756478
993      KSS    -0.01377669
2278     KSS     0.02763152
2535     KSS    -0.03223518
3406     KSS    -0.02713990
4023     KSS    -0.01275115
4969     KSS    -0.02536192
5385     KSS     0.00691918
5487     KSS     0.04096959
5747     KSS    -0.00137619
5867     KSS     0.02631516
6732     KSS    -0.00928715
7817     KSS     0.01763186
8473     KSS     0.10124902
8837     KSS     0.04684052
9155     KSS    -0.00823378
9260     KSS     0.02245545
9834     KSS    -0.01976621
10132    KSS     0.00474614
11105    KSS     0.00016349
11290    KSS     0.07284690
11552    KSS     0.04475659
12009    KSS     0.05986717
12737    KSS    -0.04507614
13323    KSS     0.02508730
13513    KSS    -0.03318314
14084    KSS     0.04507597
15700    KSS     0.16991682
17089    KSS     0.02410941
17373    KSS     0.03447467
18950    KSS     0.06714695
19458    KSS    -0.04077155
19813    KSS    -0.01020169
21019    KSS    -0.02129138
21796    KSS    -0.02570140

KSU
      ticker  signal_return
663      KSU     0.05099926
1019     KSU    -0.00619895
2346     KSU    -0.05950653
2807     KSU    -0.01858910
4080     KSU     0.00588539
4860     KSU     0.02402572
4970     KSU     0.02446525
5772     KSU    -0.01938296
5902     KSU     0.00580981
7676     KSU    -0.09288565
8328     KSU    -0.02111332
9199     KSU     0.03022300
9769     KSU     0.06325005
10004    KSU    -0.01247596
11106    KSU    -0.03667178
11750    KSU    -0.03477944
12460    KSU    -0.05276548
13060    KSU     0.07023400
13203    KSU    -0.02539775
13514    KSU     0.01090206
13828    KSU    -0.02384815
14357    KSU    -0.01578469
14481    KSU    -0.02497319
15261    KSU     0.06364763
15494    KSU    -0.03596802
16566    KSU    -0.03441800
16923    KSU     0.02927950
17942    KSU    -0.02229919
18549    KSU     0.01486384
18876    KSU    -0.03021306
20704    KSU    -0.02430267
21351    KSU    -0.00764759
21701    KSU    -0.00492369
22073    KSU     0.02671631
22321    KSU     0.03871424
22506    KSU    -0.01915562

L
      ticker  signal_return
470        L     0.01300462
664        L    -0.00531264
2304       L     0.01445175
2536       L     0.00346141
4008       L     0.00303987
5299       L     0.00953978
6180       L    -0.01035032
6338       L     0.00736200
7699       L    -0.08579487
8395       L    -0.04921104
10159      L     0.00530103
10348      L     0.00766875
10530      L    -0.01765363
10953      L    -0.00497318
11187      L    -0.05149548
11751      L    -0.01108155
12689      L    -0.02247286
12818      L    -0.00362785
12978      L    -0.00759862
13324      L    -0.04615189
13696      L     0.02300274
14806      L    -0.01037354
15393      L     0.00876869
15576      L    -0.01200014
16024      L    -0.01113184
16387      L     0.00316880
16567      L    -0.04288559
16924      L    -0.00993105
18005      L    -0.02524262
18649      L    -0.02828376
19025      L     0.00544466
19175      L     0.00589823
19333      L     0.04198550
19548      L     0.00253005
19667      L    -0.02003230
22479      L    -0.03494268

LB
      ticker  signal_return
348       LB    -0.05430973
1155      LB     0.00713403
1321      LB     0.00323650
2220      LB     0.04580387
2408      LB     0.00635167
4834      LB    -0.00826998
5433      LB    -0.02564243
5590      LB     0.00047070
5748      LB     0.00801484
5903      LB     0.00378072
6066      LB    -0.02788520
6583      LB     0.02380216
6757      LB     0.04905020
6968      LB     0.00912653
7209      LB     0.01018769
7498      LB    -0.00463472
7757      LB     0.01211281
7941      LB    -0.02901819
8517      LB     0.03892965
9156      LB    -0.00722258
9599      LB    -0.02035326
9788      LB    -0.00124908
9968      LB    -0.00395257
10160     LB    -0.00154440
10865     LB     0.00264837
11054     LB    -0.01396739
11874     LB     0.03348330
12139     LB     0.03104602
12626     LB    -0.04349629
14085     LB     0.05297640
15701     LB     0.04509644
15841     LB     0.04913484
17061     LB     0.03078012
17478     LB    -0.01214485
18681     LB     0.02004927
19459     LB    -0.03283450
19779     LB     0.02167091
20076     LB    -0.00961303
20553     LB    -0.08740294
21039     LB    -0.00956547
21149     LB    -0.03644562
22408     LB    -0.03671874

LEG
      ticker  signal_return
1705     LEG     0.02086125
2844     LEG     0.02050222
2973     LEG     0.00124727
3353     LEG    -0.02167939
3670     LEG    -0.01600034
4313     LEG    -0.01063353
5518     LEG     0.00546057
5706     LEG    -0.01108123
5845     LEG    -0.00085046
6659     LEG     0.05439407
6846     LEG     0.01761938
7026     LEG     0.00999155
7278     LEG     0.00598016
7758     LEG     0.00612776
7942     LEG    -0.02690110
8056     LEG    -0.00205128
8904     LEG    -0.01672574
9085     LEG     0.01042128
9645     LEG    -0.08591196
9835     LEG     0.00400718
10133    LEG     0.02298472
10721    LEG     0.01231885
11752    LEG     0.02005862
13229    LEG    -0.01483951
13369    LEG     0.03321247
13697    LEG    -0.01640021
14428    LEG     0.03809160
14731    LEG    -0.00127443
15102    LEG     0.00308674
15620    LEG    -0.00406587
16053    LEG     0.00649673
16388    LEG     0.00000000
16791    LEG     0.01639381
16952    LEG     0.00600039
17113    LEG    -0.04956227
17798    LEG     0.01107549
18006    LEG     0.05710950
19515    LEG    -0.00151539
20945    LEG    -0.00140267
21220    LEG    -0.00525344
21352    LEG     0.02589692

LEN
      ticker  signal_return
1817     LEN     0.02068775
2462     LEN     0.03930690
2930     LEN    -0.01449467
3624     LEN    -0.01120362
4372     LEN    -0.03665204
4797     LEN    -0.03686129
5199     LEN     0.01469014
6584     LEN     0.01914044
6998     LEN     0.02439686
7210     LEN     0.00573189
8576     LEN     0.01527361
8807     LEN    -0.03497277
9299     LEN    -0.05189707
9518     LEN     0.01988825
9702     LEN    -0.02978157
10639    LEN     0.01802866
11479    LEN    -0.14305933
13433    LEN     0.08981868
13731    LEN    -0.02786632
14186    LEN    -0.04725288
14807    LEN    -0.01880799
16792    LEN    -0.01042848
17867    LEN     0.02743625
18061    LEN     0.00047348
18332    LEN    -0.01068490
18595    LEN    -0.01011231
19460    LEN    -0.01511250
19954    LEN    -0.03694642
20616    LEN     0.03254304
20792    LEN     0.01739854
22429    LEN     0.00409227

LH
      ticker  signal_return
101       LH    -0.01128489
619       LH    -0.02268342
1108      LH    -0.00893627
1610      LH    -0.02085745
3103      LH     0.00324693
3196      LH    -0.03414789
3383      LH    -0.01735915
4266      LH    -0.02238357
4861      LH    -0.01263615
5728      LH    -0.00891868
6181      LH     0.00415966
6339      LH     0.00437771
6847      LH    -0.08364819
7955      LH     0.02665384
8057      LH    -0.00564017
8296      LH    -0.02340632
8760      LH     0.01597674
9086      LH     0.01977610
9703      LH     0.00856170
11107     LH     0.00804230
11753     LH    -0.02092880
12026     LH     0.00621451
12979     LH    -0.00175705
13590     LH     0.04558241
14115     LH     0.03011844
15043     LH     0.01465660
15455     LH     0.03707283
16080     LH     0.01250256
16793     LH     0.00655643
17003     LH    -0.00377195
18550     LH     0.01948321
18745     LH    -0.03696354
19822     LH     0.01748966
20135     LH    -0.03644098
20423     LH     0.02666636
20871     LH    -0.00132087
21353     LH    -0.04192105
22627     LH     0.01131002

LINIFO
       ticker  signal_return
36     LINIFO     0.01289273
222    LINIFO     0.02291691
301    LINIFO     0.02049852
403    LINIFO     0.03143057
527    LINIFO     0.01974893
772    LINIFO     0.02809448
952    LINIFO     0.03424401
1109   LINIFO     0.01416182
1282   LINIFO     0.02809516
1458   LINIFO     0.02007208
1553   LINIFO     0.03692258
1650   LINIFO     0.02522848
1871   LINIFO     0.03421564
1993   LINIFO     0.02777078
2161   LINIFO     0.01855514
2381   LINIFO     0.02685413
2602   LINIFO     0.02556709
2762   LINIFO     0.03402630
2893   LINIFO     0.02728557
3067   LINIFO     0.02385306
3154   LINIFO     0.02594085
3265   LINIFO     0.02524942
3354   LINIFO     0.03573110
3474   LINIFO     0.04278868
3625   LINIFO     0.02536363
3757   LINIFO     0.03350236
3871   LINIFO     0.03153940
4009   LINIFO     0.02597075
4091   LINIFO     0.02909478
4217   LINIFO     0.02993305
...       ...            ...
18137  LINIFO     0.04644438
18314  LINIFO     0.04759183
18423  LINIFO     0.04881875
18633  LINIFO     0.04965874
18829  LINIFO     0.04480027
19068  LINIFO     0.04902130
19228  LINIFO     0.05294369
19390  LINIFO     0.04881062
19581  LINIFO     0.05027673
19668  LINIFO     0.04410122
19718  LINIFO     0.04696457
19823  LINIFO     0.03969564
19900  LINIFO     0.04604491
20077  LINIFO     0.04405477
20201  LINIFO     0.04804029
20367  LINIFO     0.05033968
20554  LINIFO     0.04896214
20766  LINIFO     0.04151657
20893  LINIFO     0.04437992
21020  LINIFO     0.04374450
21111  LINIFO     0.04034374
21185  LINIFO     0.03864937
21282  LINIFO     0.05860882
21453  LINIFO     0.05227981
21663  LINIFO     0.05263543
21797  LINIFO     0.04932649
21970  LINIFO     0.04871505
22153  LINIFO     0.05352095
22350  LINIFO     0.05811395
22507  LINIFO     0.05398636

[155 rows x 2 columns]

LKQ
      ticker  signal_return
85       LKQ     0.02010749
349      LKQ    -0.08046405
2162     LKQ     0.10400366
3305     LKQ    -0.08842338
4462     LKQ    -0.00530103
5619     LKQ     0.03158157
6481     LKQ    -0.05232738
7028     LKQ    -0.01586240
7499     LKQ    -0.02292658
8156     LKQ    -0.02580424
8863     LKQ     0.02575250
9882     LKQ    -0.00281889
10067    LKQ     0.00170853
10396    LKQ     0.00713400
11754    LKQ    -0.04431536
13230    LKQ    -0.08355735
13636    LKQ     0.03774033
14187    LKQ    -0.02965230
14569    LKQ     0.01273071
15071    LKQ    -0.01769398
15263    LKQ     0.01048699
15531    LKQ    -0.04364876
16478    LKQ    -0.03420219
17150    LKQ     0.02087032
17298    LKQ    -0.01546423
17508    LKQ     0.00042037
17634    LKQ    -0.00027605
18596    LKQ     0.01999749
20844    LKQ     0.00098603
21068    LKQ     0.00409138
21150    LKQ     0.01368202
22430    LKQ    -0.00799512

LLL
      ticker  signal_return
37       LLL     0.02018359
836      LLL     0.03258143
1047     LLL    -0.00401666
1273     LLL    -0.00477514
1459     LLL    -0.02614080
1706     LLL     0.02218014
2463     LLL     0.01740416
2808     LLL    -0.00857173
3026     LLL    -0.02081258
3407     LLL    -0.03006475
3996     LLL    -0.05048053
4190     LLL     0.03574849
4411     LLL    -0.01374183
5300     LLL     0.03263422
6931     LLL    -0.04894452
7279     LLL     0.00032389
7759     LLL     0.01706888
8734     LLL     0.00167568
9435     LLL    -0.00756686
9544     LLL     0.05644925
10834    LLL    -0.01109219
11108    LLL    -0.07090076
11553    LLL     0.04124013
12493    LLL    -0.02051313
13699    LLL     0.04780536
15358    LLL     0.01096013
15532    LLL     0.07096710
15702    LLL     0.00022097
15921    LLL    -0.00224565
16081    LLL     0.05589445
16744    LLL    -0.00667648
18597    LLL     0.02722758
19205    LLL     0.01600137
19461    LLL    -0.02196515
20289    LLL     0.03090727
20490    LLL     0.00158301
20705    LLL    -0.01927001
21489    LLL    -0.01981544
21934    LLL    -0.04442741

LLY
      ticker  signal_return
380      LLY    -0.00714653
2163     LLY     0.03205875
2829     LLY     0.00976453
2947     LLY    -0.01386797
3493     LLY    -0.00780800
3641     LLY    -0.03154730
4630     LLY     0.01710263
5064     LLY     0.00487231
5868     LLY     0.01912046
7029     LLY    -0.00838620
7460     LLY     0.02566941
9133     LLY     0.01108869
10017    LLY    -0.00993512
10179    LLY     0.02399399
10640    LLY     0.00033805
11816    LLY    -0.01948689
11945    LLY    -0.05282697
12348    LLY    -0.07574834
13973    LLY     0.03349310
14273    LLY    -0.01652471
14809    LLY    -0.02939290
15359    LLY     0.00928081
15861    LLY    -0.05527429
16343    LLY    -0.03493450
16674    LLY     0.01148930
16925    LLY    -0.00236040
17062    LLY     0.01580772
18634    LLY     0.02775311
19206    LLY     0.03030761
20368    LLY     0.02827309
20555    LLY     0.00435151
20845    LLY     0.00519053
21859    LLY     0.01274065

LMT
      ticker  signal_return
38       LMT     0.03317969
773      LMT     0.01309767
1048     LMT     0.00284537
1198     LMT     0.00274408
1363     LMT     0.00078634
1818     LMT     0.02451437
2113     LMT     0.02085185
2279     LMT    -0.06120331
2730     LMT     0.03311048
2894     LMT    -0.00750745
4373     LMT    -0.01890096
4907     LMT    -0.03383370
5166     LMT    -0.01780780
5519     LMT     0.02879096
5904     LMT    -0.00480865
6105     LMT    -0.01800449
6733     LMT     0.02784896
7391     LMT    -0.00886145
7818     LMT     0.01436355
8735     LMT     0.00553717
9545     LMT     0.02164192
10753    LMT     0.03598314
11109    LMT     0.00613058
11337    LMT     0.01057112
12170    LMT    -0.02279842
12383    LMT     0.00800446
12875    LMT    -0.02372114
14856    LMT    -0.00840971
15130    LMT     0.00231739
15533    LMT     0.01088131
15672    LMT     0.02436082
15816    LMT    -0.02501009
16645    LMT     0.02304445
16794    LMT     0.01996608
16967    LMT    -0.01635168
17391    LMT    -0.03871053
17799    LMT     0.00206147
18223    LMT     0.00739778
18442    LMT    -0.07309112
18877    LMT     0.03827793
20617    LMT    -0.00610712
20990    LMT    -0.01690808
21407    LMT    -0.02857127
21971    LMT     0.01746207

LNC
      ticker  signal_return
39       LNC    -0.02967844
665      LNC    -0.01775457
994      LNC     0.05233262
1199     LNC     0.00717563
1439     LNC     0.00313603
2054     LNC    -0.01191176
2347     LNC    -0.00333681
2537     LNC    -0.05874688
3104     LNC    -0.04859177
4516     LNC    -0.01314029
4862     LNC    -0.01988802
5620     LNC     0.01824868
6340     LNC     0.05802332
7241     LNC    -0.03672081
7885     LNC    -0.01736185
8157     LNC    -0.02078443
10205    LNC    -0.01449539
11310    LNC    -0.01336323
11554    LNC     0.03250143
12690    LNC    -0.04709713
13434    LNC     0.11052994
13732    LNC     0.04735780
14086    LNC     0.15415068
15427    LNC     0.03233433
15886    LNC     0.01694024
16479    LNC    -0.00725204
17581    LNC     0.03127897
18190    LNC    -0.00367422
18746    LNC     0.13882203
19026    LNC     0.02873623
19176    LNC     0.00704504
19334    LNC     0.03461684
20050    LNC    -0.01621109
20319    LNC     0.01660310
21021    LNC    -0.01065173

LNT
      ticker  signal_return
837      LNT     0.01354774
1255     LNT    -0.01826621
2699     LNT     0.01229097
3155     LNT    -0.01436224
3306     LNT     0.01850916
3567     LNT    -0.00155561
3710     LNT    -0.00915978
4760     LNT    -0.02833051
5386     LNT    -0.01896639
6606     LNT     0.02186966
6791     LNT    -0.00194018
7030     LNT    -0.02103999
7500     LNT    -0.00328819
7760     LNT     0.04042467
7943     LNT    -0.05698871
8265     LNT    -0.00457732
8968     LNT    -0.00447132
10103    LNT     0.00458210
10463    LNT    -0.02818540
11167    LNT    -0.01292663
11458    LNT    -0.08073165
11817    LNT     0.01762319
11883    LNT    -0.01546188
12980    LNT    -0.01163090
13204    LNT    -0.01613959
14002    LNT     0.03651521
14382    LNT    -0.00973350
14587    LNT     0.01410063
14732    LNT     0.00760460
14909    LNT     0.02756559
16054    LNT     0.04148665
16219    LNT    -0.01533772
16568    LNT     0.02527389
17666    LNT     0.01390025
18138    LNT     0.01527997
18951    LNT    -0.00897622
20242    LNT    -0.01611873
20491    LNT     0.02695581
21702    LNT    -0.01129672
21972    LNT     0.02663566
22249    LNT    -0.01372028
22508    LNT    -0.01745829

LOW
      ticker  signal_return
181      LOW    -0.00440760
774      LOW     0.01810915
1156     LOW    -0.08015647
2603     LOW    -0.04059034
2931     LOW    -0.00732169
3872     LOW    -0.00811853
4024     LOW    -0.04939815
5261     LOW    -0.00766287
5434     LOW     0.00561574
5548     LOW     0.02662228
5749     LOW    -0.00993541
6607     LOW     0.02657183
6849     LOW     0.00852995
7069     LOW     0.06709023
7242     LOW    -0.00158203
7501     LOW     0.01282564
7851     LOW     0.01041141
8058     LOW    -0.04839535
8353     LOW    -0.02924227
8518     LOW     0.01002375
8695     LOW     0.02963784
9600     LOW    -0.00467390
10531    LOW     0.00237213
11399    LOW     0.02728890
12876    LOW     0.01089464
14188    LOW    -0.05926303
14857    LOW     0.00080043
14977    LOW     0.00263957
15360    LOW    -0.01523963
15887    LOW     0.01690465
16082    LOW    -0.02621991
16795    LOW    -0.00817028
17748    LOW     0.03878374
18287    LOW    -0.00712678
18492    LOW     0.04236278
19462    LOW    -0.03788130
20404    LOW    -0.01453761
20706    LOW    -0.00147438
20946    LOW    -0.01110988
21408    LOW     0.00272884
22027    LOW    -0.00723737
22322    LOW    -0.03498936
22639    LOW    -0.01901099

LRCX
      ticker  signal_return
275     LRCX    -0.01199705
471     LRCX     0.01502259
2136    LRCX    -0.00916696
2538    LRCX    -0.06030975
3422    LRCX    -0.08329870
4081    LRCX     0.03844406
4218    LRCX     0.04564424
4494    LRCX     0.01611254
4798    LRCX     0.04139309
5905    LRCX     0.00417537
6414    LRCX    -0.04856617
6850    LRCX     0.01364904
7340    LRCX     0.02416128
9219    LRCX     0.03482626
9992    LRCX     0.01035032
11230   LRCX     0.00123212
11637   LRCX    -0.04444553
12981   LRCX     0.01396991
13515   LRCX    -0.00334123
13780   LRCX    -0.00058841
14189   LRCX    -0.02244595
14810   LRCX    -0.00480588
14978   LRCX    -0.00305568
16328   LRCX    -0.05261808
16866   LRCX     0.01417825
17004   LRCX     0.00818916
17179   LRCX    -0.01243192
17531   LRCX    -0.00963295
18191   LRCX     0.02576483
19090   LRCX     0.03539690
19691   LRCX    -0.01580805
19857   LRCX     0.01997290
19955   LRCX     0.00191721
20707   LRCX    -0.01254934
20872   LRCX     0.04760491
21326   LRCX     0.06634071
21528   LRCX     0.02426113
21860   LRCX     0.00568648
22104   LRCX     0.03558914
22295   LRCX    -0.03726746

LUK
      ticker  signal_return
121      LUK    -0.04554455
491      LUK    -0.00278358
750      LUK    -0.02264248
2539     LUK    -0.06648308
3530     LUK    -0.00964700
4063     LUK    -0.04485769
5413     LUK    -0.02955082
6143     LUK     0.05164659
6341     LUK     0.02304145
7700     LUK    -0.07637997
8736     LUK    -0.00754404
9883     LUK     0.01432396
10754    LUK    -0.01722454
11011    LUK    -0.00511510
11266    LUK    -0.00433089
11555    LUK     0.02635318
11967    LUK     0.00949295
12117    LUK    -0.07421730
12710    LUK     0.02572489
12947    LUK     0.00852036
13118    LUK     0.01027510
13637    LUK    -0.00251256
14235    LUK    -0.01788719
15307    LUK     0.00354401
15534    LUK    -0.04974382
15769    LUK    -0.01364433
16569    LUK    -0.07565857
17271    LUK     0.00694633
17749    LUK    -0.01696383
18224    LUK    -0.03381336
18707    LUK    -0.07008398
18952    LUK     0.02830838
19207    LUK     0.06673681
19391    LUK     0.04190155
20051    LUK    -0.02167655
20181    LUK    -0.01406144
20369    LUK     0.03161069
20618    LUK     0.01480946
21901    LUK    -0.01421921

LUV
      ticker  signal_return
223      LUV     0.01094402
394      LUV     0.02257732
561      LUV     0.05061999
793      LUV     0.01168238
969      LUV     0.01251438
1364     LUV     0.00269034
1961     LUV     0.07964653
2137     LUV     0.01574107
2895     LUV     0.00629782
3027     LUV     0.04076943
3972     LUV     0.00719140
4092     LUV     0.04563824
4219     LUV     0.02732814
4799     LUV    -0.01893031
4989     LUV     0.00536194
5137     LUV    -0.00103968
5488     LUV     0.05081951
5606     LUV     0.00438323
5707     LUV     0.00000000
5829     LUV     0.02380715
5957     LUV    -0.04618216
6907     LUV     0.07761149
7392     LUV    -0.01688007
8297     LUV     0.03552464
9320     LUV    -0.03983830
9601     LUV     0.00171086
9921     LUV     0.01027036
10180    LUV     0.01985467
10592    LUV     0.00307031
11400    LUV     0.00417120
12224    LUV     0.00459882
12384    LUV     0.03871451
12537    LUV     0.01202505
12892    LUV    -0.00909963
13045    LUV    -0.12756887
13700    LUV     0.02252911
13974    LUV    -0.03689054
14190    LUV    -0.06576185
14733    LUV     0.00632199
15264    LUV     0.02605379
15457    LUV    -0.08000779
16270    LUV    -0.01592073
16570    LUV    -0.06452152
17243    LUV    -0.05261487
18108    LUV     0.00075462
18333    LUV     0.02175298
18953    LUV     0.06755585
19133    LUV    -0.00253700
19463    LUV    -0.01150018
20052    LUV    -0.01985456
20271    LUV     0.03283716
20708    LUV    -0.03632197
21973    LUV     0.00945953
22628    LUV     0.00470284

LVLT
      ticker  signal_return
40      LVLT     0.05098555
371     LVLT    -0.05892721
937     LVLT     0.01916347
1751    LVLT     0.02804930
1893    LVLT     0.01850799
2021    LVLT    -0.00203518
2629    LVLT     0.03863141
2785    LVLT     0.00802386
3288    LVLT     0.03852402
3408    LVLT    -0.04835230
3807    LVLT     0.00625509
4553    LVLT    -0.03867700
5021    LVLT    -0.02894968
6342    LVLT     0.02452135
7088    LVLT     0.01002361
7243    LVLT    -0.02512797
8474    LVLT     0.04117220
8926    LVLT    -0.02620560
9602    LVLT    -0.01618532
10622   LVLT    -0.01267541
11110   LVLT    -0.01865464
11638   LVLT     0.01617875
12065   LVLT    -0.07415952
12494   LVLT    -0.01163029
12982   LVLT    -0.00113593
13280   LVLT     0.00128854
13655   LVLT     0.06789457
14191   LVLT    -0.11544057
15394   LVLT     0.00425179
16480   LVLT    -0.05643386
16867   LVLT     0.03842117
17985   LVLT     0.02067643
18598   LVLT    -0.01085492
19731   LVLT    -0.00834829
20053   LVLT    -0.01670502
20793   LVLT    -0.02422634
21354   LVLT     0.01056813
22205   LVLT     0.00821062
22409   LVLT    -0.02744735

LYB
      ticker  signal_return
144      LYB     0.00316939
492      LYB     0.02521579
751      LYB    -0.04147821
1365     LYB    -0.01832812
1924     LYB    -0.00687460
2055     LYB     0.02138988
2763     LYB     0.02698069
2932     LYB     0.03700114
3078     LYB    -0.02254524
3857     LYB     0.02758941
4109     LYB     0.01427303
5185     LYB    -0.00878346
5499     LYB     0.02004196
5621     LYB     0.01091848
6266     LYB     0.15121864
7393     LYB    -0.02393148
7643     LYB    -0.01304772
8737     LYB    -0.04242620
9329     LYB     0.01588107
9409     LYB     0.00609412
9519     LYB     0.05919476
10641    LYB    -0.03522554
10975    LYB    -0.00372440
11311    LYB    -0.00137852
11499    LYB     0.03894087
12171    LYB    -0.01517896
13516    LYB     0.04756105
14811    LYB    -0.03713711
15395    LYB    -0.01615616
16481    LYB     0.00294118
18062    LYB     0.04400321
19134    LYB    -0.00729441
19283    LYB    -0.01012639
19956    LYB    -0.01974586
21260    LYB    -0.00598839
21571    LYB     0.03263807
21902    LYB    -0.02042024

M
      ticker  signal_return
276        M    -0.02696948
434        M    -0.00070646
911        M     0.00021676
1110       M     0.06974324
1366       M     0.02275894
2056       M     0.00411339
2933       M    -0.01110351
3124       M     0.00322707
3409       M    -0.03013285
5607       M     0.00838309
6482       M    -0.03712723
7106       M     0.02041864
7280       M    -0.01739719
8026       M    -0.04728870
9300       M     0.01912327
10293      M    -0.00214362
10796      M    -0.00138966
11382      M     0.02719535
11556      M     0.03967655
11957      M     0.02909091
12066      M    -0.02784494
12425      M    -0.06085758
12711      M     0.18007495
13119      M     0.05278344
14371      M     0.03232464
14513      M     0.00249179
14858      M    -0.01098050
15673      M     0.20915192
15817      M     0.01095372
17090      M    -0.03176639
17374      M     0.01099187
18954      M     0.06031979
19177      M    -0.05216969
19780      M     0.02893035
19887      M    -0.02383063
21779      M     0.06752724
22296      M    -0.03312119

MA
      ticker  signal_return
41        MA     0.04336167
562       MA     0.02199922
1111      MA     0.01790502
1611      MA     0.01442921
1752      MA     0.02754192
1894      MA     0.00466927
3457      MA     0.00210512
4990      MA    -0.00063861
6182      MA    -0.01154911
6343      MA     0.01359612
6792      MA     0.03103044
7394      MA     0.02029893
8396      MA    -0.04172325
8761      MA    -0.00729607
10320     MA    -0.01669242
10891     MA    -0.02995267
11143     MA    -0.01278332
11639     MA    -0.03680866
12426     MA    -0.00804914
13435     MA     0.04558694
13781     MA     0.02211168
13975     MA    -0.03416921
14192     MA    -0.06631933
14979     MA     0.01678017
15308     MA     0.01414509
16482     MA     0.02906150
16745     MA    -0.03962815
17667     MA     0.00541453
17964     MA     0.00246585
18192     MA    -0.01020818
18635     MA    -0.03687361
19845     MA     0.01143288
20006     MA    -0.04824580
20709     MA    -0.01191290
21355     MA     0.02166773
21603     MA    -0.01458261
22028     MA     0.02212298
22250     MA    -0.01740295

MAA
      ticker  signal_return
666      MAA     0.03046993
1440     MAA    -0.02104303
2438     MAA     0.02475374
2653     MAA     0.01504460
2809     MAA     0.01083149
3475     MAA    -0.00622018
3758     MAA     0.01525441
3903     MAA    -0.00698620
4314     MAA    -0.03577753
4971     MAA     0.00587474
5869     MAA     0.01873902
6012     MAA     0.00603867
7159     MAA     0.00687571
7341     MAA    -0.01122684
7761     MAA     0.01887852
8005     MAA     0.04410243
8221     MAA     0.01281052
8969     MAA    -0.04129974
10181    MAA    -0.01222509
10892    MAA    -0.01308563
11144    MAA     0.01627070
11417    MAA    -0.02259086
12315    MAA     0.00151577
12521    MAA    -0.01763023
12877    MAA    -0.00112854
13183    MAA    -0.00526837
13325    MAA    -0.01867988
13920    MAA     0.01416485
14116    MAA     0.00081847
14647    MAA     0.05804770
15072    MAA    -0.00264512
15737    MAA     0.00998603
16627    MAA     0.04685441
17444    MAA    -0.00371609
17800    MAA    -0.00118835
18139    MAA     0.05214236
20182    MAA     0.00539469
20424    MAA     0.02560680
20619    MAA    -0.01936654
21221    MAA    -0.01429715
22251    MAA     0.02752077
22431    MAA     0.01568624

MAC
      ticker  signal_return
1554     MAC    -0.03328038
2409     MAC    -0.03378760
2786     MAC     0.00787921
3028     MAC    -0.03091335
3355     MAC     0.01481037
3568     MAC    -0.01550419
3926     MAC    -0.00778570
4315     MAC    -0.04241237
5065     MAC    -0.02202114
5387     MAC    -0.03861127
6089     MAC    -0.01563395
6585     MAC     0.02699478
6734     MAC     0.03118356
7185     MAC     0.03187111
7461     MAC     0.01387535
7644     MAC     0.00316148
7762     MAC     0.01104453
7944     MAC     0.01758261
8027     MAC     0.02172277
8298     MAC    -0.03403958
8994     MAC     0.02270281
9283     MAC    -0.01974534
10349    MAC    -0.00389510
10532    MAC    -0.03716732
11902    MAC    -0.05014829
12261    MAC     0.02677116
12461    MAC     0.00293169
13281    MAC     0.00012394
13390    MAC    -0.04575840
15738    MAC    -0.06276419
15842    MAC     0.00160342
16344    MAC     0.01509646
16646    MAC     0.02121970
16796    MAC     0.01226870
17801    MAC    -0.00336806
18140    MAC     0.02851781
18551    MAC     0.10736922
18747    MAC    -0.04358844
20816    MAC    -0.01678361
21490    MAC    -0.01104807
21722    MAC     0.03040775
21861    MAC    -0.01314443

MAR
      ticker  signal_return
42       MAR     0.01982088
794      MAR     0.01048064
995      MAR     0.00238897
1707     MAR     0.02149287
2196     MAR    -0.01604819
2868     MAR     0.03540672
3079     MAR    -0.01643468
3266     MAR     0.00343301
3384     MAR    -0.01772153
3682     MAR     0.01583782
3841     MAR    -0.01569195
4131     MAR     0.03373894
4316     MAR    -0.01389809
4594     MAR     0.00973626
4800     MAR     0.01153061
5108     MAR    -0.00637331
5489     MAR     0.02032301
5622     MAR     0.00969687
5730     MAR     0.01122251
5847     MAR     0.01466883
6415     MAR    -0.02271411
6758     MAR     0.01168347
7089     MAR    -0.02598103
7395     MAR     0.00253518
8696     MAR     0.01167959
8906     MAR    -0.02809341
10533    MAR    -0.02157249
11145    MAR     0.02382226
11640    MAR    -0.03193799
12462    MAR    -0.01654854
13120    MAR     0.02637316
13436    MAR     0.05409342
14570    MAR     0.01979135
14812    MAR    -0.04500902
16483    MAR    -0.05893885
16868    MAR    -0.01569935
17114    MAR    -0.01518376
17272    MAR    -0.00152450
17509    MAR    -0.01594365
18878    MAR     0.04603516
19208    MAR     0.02204016
19392    MAR     0.03529564
19610    MAR    -0.02304087
20243    MAR     0.03526699
21040    MAR     0.02624260
21491    MAR     0.00713956
21745    MAR     0.01443194
21974    MAR     0.02389192
22154    MAR    -0.02378267

MAS
      ticker  signal_return
182      MAS    -0.04104543
1829     MAS     0.00353201
1962     MAS     0.01612152
2540     MAS    -0.04428420
3080     MAS    -0.04015217
3711     MAS     0.01113004
3873     MAS    -0.05379783
5520     MAS     0.02801304
5750     MAS     0.01047569
5906     MAS    -0.03022900
7559     MAS    -0.03352726
7819     MAS     0.00354960
8059     MAS    -0.08314589
8475     MAS     0.01338708
9898     MAS    -0.00904329
10917    MAS    -0.12448708
11082    MAS     0.03187062
11338    MAS     0.02492798
11481    MAS    -0.13016091
12495    MAS    -0.00789433
12819    MAS     0.02187691
13517    MAS     0.04621026
14193    MAS    -0.11920289
14698    MAS     0.04106341
14980    MAS     0.00222470
15265    MAS     0.01570955
16571    MAS    -0.04246000
16821    MAS     0.03298650
17005    MAS     0.05964746
17180    MAS    -0.01613159
18493    MAS     0.01325400
18708    MAS    -0.04971202
20007    MAS    -0.01076565
20620    MAS    -0.02857758
21409    MAS     0.04711673
22252    MAS    -0.01122106
22432    MAS     0.02152852

MAT
      ticker  signal_return
795      MAT     0.01062430
996      MAT    -0.02670386
1256     MAT    -0.01022971
1460     MAT    -0.01086023
1872     MAT    -0.00790518
2248     MAT     0.00949191
2410     MAT     0.14998875
2830     MAT    -0.04684243
4661     MAT    -0.01173483
4863     MAT    -0.01672619
5045     MAT     0.02950395
5907     MAT     0.06078969
6067     MAT     0.03895551
6569     MAT    -0.02071574
8118     MAT     0.00816911
8354     MAT    -0.04657120
9108     MAT     0.04007214
9220     MAT     0.00108260
9496     MAT     0.00246522
10835    MAT     0.06658169
11012    MAT    -0.00000000
11188    MAT    -0.04474145
11755    MAT    -0.08875892
12118    MAT    -0.11873512
12427    MAT    -0.00648826
12628    MAT    -0.03947351
13061    MAT     0.04999148
14051    MAT     0.02304175
15103    MAT    -0.05891126
16572    MAT    -0.09029432
16869    MAT    -0.03491021
17299    MAT     0.00323482
18087    MAT     0.00729204
18288    MAT    -0.04223404
19628    MAT     0.01886513
20054    MAT     0.00850082
21375    MAT    -0.02850227
22480    MAT     0.01806249

MCD
      ticker  signal_return
2411     MCD    -0.00460559
3125     MCD    -0.01499340
3507     MCD     0.00821319
3786     MCD    -0.00543345
3943     MCD     0.00203814
5022     MCD     0.04028908
5301     MCD     0.01330727
5813     MCD    -0.02878364
6550     MCD    -0.00551330
7396     MCD    -0.00517814
7688     MCD    -0.05957341
8838     MCD     0.02449305
9899     MCD    -0.02026757
11756    MCD    -0.03167913
12140    MCD     0.02025410
12385    MCD     0.01566098
12930    MCD     0.01709888
13062    MCD    -0.00137528
13326    MCD    -0.01400618
13976    MCD    -0.01415429
14859    MCD    -0.00736100
15044    MCD     0.01334143
15163    MCD    -0.00492862
15361    MCD    -0.01084635
15719    MCD    -0.01349236
16037    MCD    -0.00600652
16484    MCD    -0.00800538
17510    MCD     0.00496841
18378    MCD    -0.01312695
19069    MCD     0.00777109
19238    MCD    -0.01322803
19549    MCD     0.01619667
20183    MCD     0.01263714
20492    MCD     0.00432432
20710    MCD    -0.00746678
21174    MCD     0.00649676
21300    MCD     0.06864008
21664    MCD     0.00528403
21798    MCD     0.01901185
22029    MCD     0.02529607
22253    MCD    -0.01480926
22570    MCD    -0.00227428

MCHP
      ticker  signal_return
953     MCHP    -0.01879755
1322    MCHP    -0.01228277
1819    MCHP     0.01508528
2022    MCHP     0.02291926
3081    MCHP    -0.01055931
3197    MCHP     0.00568124
3423    MCHP    -0.03370988
4412    MCHP    -0.00876037
4801    MCHP    -0.00261543
5302    MCHP    -0.01214277
6416    MCHP     0.03995681
8355    MCHP    -0.04424292
8519    MCHP     0.01898663
8666    MCHP     0.00526389
8808    MCHP    -0.00194250
10371   MCHP    -0.06579568
10705   MCHP    -0.00744169
10918   MCHP     0.02637210
11641   MCHP    -0.05710400
12172   MCHP     0.02851517
12386   MCHP    -0.03054783
13518   MCHP     0.01464017
13782   MCHP    -0.06404482
14648   MCHP     0.01023341
15428   MCHP     0.01501079
16011   MCHP     0.02244654
16163   MCHP    -0.01161807
16902   MCHP     0.02026280
17115   MCHP    -0.04202898
17340   MCHP     0.00329327
17668   MCHP    -0.07058650
18830   MCHP     0.01904819
19070   MCHP     0.01247533
19957   MCHP    -0.00813313
20184   MCHP     0.02095138
21454   MCHP    -0.01364671
21763   MCHP    -0.00216768
22121   MCHP     0.03196456
22323   MCHP    -0.04745849

MCK
      ticker  signal_return
43       MCK     0.03015924
224      MCK    -0.02741581
435      MCK     0.03114324
563      MCK     0.01592480
796      MCK     0.04139783
970      MCK    -0.00553461
1257     MCK     0.02137467
1414     MCK    -0.00627107
2023     MCK    -0.01477202
3029     MCK     0.00864614
3531     MCK    -0.04319954
4166     MCK     0.00174848
5167     MCK    -0.00892492
5773     MCK    -0.03009439
6551     MCK    -0.05545444
6704     MCK     0.00339826
7160     MCK     0.00455713
7397     MCK     0.00883352
8028     MCK    -0.00569722
8299     MCK     0.00291958
8697     MCK     0.01819228
9836     MCK    -0.00016704
11146    MCK    -0.00472749
11557    MCK     0.05678680
13258    MCK     0.00727202
13638    MCK    -0.03538013
15266    MCK     0.05821258
15888    MCK     0.01670335
16083    MCK    -0.00485762
16746    MCK     0.02841261
17802    MCK     0.05804405
18315    MCK     0.00877470
18494    MCK     0.20385135
20078    MCK    -0.01524088
20767    MCK    -0.03238124
21301    MCK     0.01907615
21949    MCK     0.05214255
22206    MCK    -0.02298391

MCO
      ticker  signal_return
183      MCO    -0.01511862
620      MCO     0.01708501
1200     MCO     0.00835383
1367     MCO    -0.00998610
1779     MCO     0.01234266
1925     MCO    -0.02830561
2654     MCO    -0.00614229
3973     MCO    -0.02547872
4132     MCO    -0.00597017
4374     MCO    -0.01435542
4802     MCO    -0.01409104
5109     MCO    -0.01070473
5774     MCO    -0.00220785
6294     MCO    -0.05346128
6684     MCO     0.02334816
7070     MCO     0.00792803
8397     MCO    -0.01750209
9109     MCO     0.02549408
9301     MCO     0.00978956
9497     MCO     0.00204956
10372    MCO    -0.03349090
10755    MCO     0.01535196
11642    MCO    -0.00730702
12878    MCO    -0.01176144
13519    MCO     0.05088468
13783    MCO    -0.00879941
14194    MCO    -0.05323145
15362    MCO     0.00243013
16139    MCO    -0.02689305
16389    MCO    -0.08182240
16573    MCO    -0.05210089
16903    MCO     0.02437606
17063    MCO     0.00681498
17602    MCO     0.02697517
18443    MCO     0.01052072
18650    MCO     0.00939537
19629    MCO     0.00229621
19704    MCO    -0.03292949
20008    MCO    -0.00173678
20185    MCO     0.01708964
20405    MCO     0.03030535
21283    MCO     0.02957495
21529    MCO    -0.00025122
22453    MCO    -0.00895591

MDLZ
      ticker  signal_return
225     MDLZ    -0.02552022
752     MDLZ     0.01902947
1201    MDLZ    -0.00911637
1526    MDLZ    -0.01228445
1895    MDLZ    -0.00915076
2092    MDLZ    -0.01548236
2412    MDLZ     0.02766003
3759    MDLZ    -0.00922438
3904    MDLZ    -0.01321023
5303    MDLZ     0.02672550
6039    MDLZ     0.00625125
6183    MDLZ    -0.01878541
6483    MDLZ     0.00121359
6932    MDLZ     0.02051491
7090    MDLZ     0.01814461
9009    MDLZ     0.00406623
9336    MDLZ     0.00427009
9603    MDLZ    -0.00648090
9755    MDLZ     0.02528611
9922    MDLZ    -0.00468385
10018   MDLZ    -0.03848042
10919   MDLZ     0.01720320
11111   MDLZ     0.07140296
11291   MDLZ    -0.01723809
12387   MDLZ    -0.01416029
13520   MDLZ     0.00554552
13784   MDLZ     0.00273258
14071   MDLZ     0.03119792
15325   MDLZ    -0.01948190
15577   MDLZ    -0.00479727
15770   MDLZ    -0.04055375
16109   MDLZ    -0.00487482
16574   MDLZ    -0.08569402
16675   MDLZ     0.01288087
18636   MDLZ    -0.05900812
18831   MDLZ    -0.08241820
18988   MDLZ    -0.04114241
19408   MDLZ    -0.05806002
21410   MDLZ    -0.02973948
21975   MDLZ     0.00540717
22207   MDLZ    -0.01199929

MDT
      ticker  signal_return
621      MDT     0.02073524
912      MDT    -0.02422264
1202     MDT    -0.03001778
1973     MDT     0.00050646
2541     MDT    -0.01990656
3356     MDT     0.00581526
4267     MDT    -0.03296383
4595     MDT    -0.00015464
5798     MDT     0.00277521
5958     MDT    -0.05849440
6759     MDT     0.02445974
7091     MDT     0.03817797
7281     MDT     0.01901456
7502     MDT    -0.02174733
7852     MDT    -0.02947610
8300     MDT    -0.03327130
8698     MDT     0.01209512
10534    MDT    -0.00218043
11757    MDT    -0.01927434
12578    MDT     0.00158290
12820    MDT    -0.01297708
15396    MDT     0.00777916
15771    MDT    -0.00518392
16084    MDT     0.03306576
16676    MDT     0.02306348
16870    MDT    -0.00609139
18289    MDT    -0.00419791
18552    MDT     0.00036989
19027    MDT    -0.02297220
19178    MDT     0.00804861
19335    MDT    -0.00263981
19732    MDT    -0.05898211
20320    MDT     0.04623633
20585    MDT     0.01019101
20846    MDT    -0.01166336
21572    MDT    -0.00526821
22074    MDT     0.00280047
22410    MDT     0.01540060

MET
      ticker  signal_return
1203     MET     0.02990447
1780     MET     0.00712815
2057     MET    -0.02018400
2542     MET    -0.03711581
4268     MET     0.00164159
4517     MET    -0.00178253
4864     MET    -0.02620547
6344     MET     0.05071854
7282     MET    -0.02155256
8119     MET     0.01090039
8398     MET    -0.04752875
9770     MET    -0.00451298
10068    MET     0.04065158
10373    MET    -0.03315613
11558    MET     0.02952027
12691    MET    -0.03544376
13437    MET     0.03345867
14087    MET     0.12127971
15429    MET     0.00729930
16485    MET    -0.00126695
18193    MET     0.03272669
18879    MET     0.04760084
19209    MET     0.01648487
19464    MET    -0.00654001
20149    MET    -0.02153101
22541    MET    -0.02608272

MGM
      ticker  signal_return
44       MGM     0.03447730
226      MGM     0.00444995
321      MGM    -0.00293974
1295     MGM    -0.03934585
1651     MGM     0.05205302
1830     MGM     0.02735213
1994     MGM     0.05051780
2221     MGM    -0.10489784
2845     MGM     0.03767130
3030     MGM    -0.04482138
4717     MGM     0.00448096
5708     MGM    -0.01911945
5884     MGM     0.03062357
6345     MGM    -0.00000000
7701     MGM    -0.10514829
9157     MGM    -0.06602759
10424    MGM     0.00430340
11231    MGM     0.01957722
12522    MGM     0.04753625
13701    MGM     0.05124072
14195    MGM    -0.12676582
15104    MGM     0.02121497
15267    MGM    -0.01351077
16055    MGM     0.06408475
16220    MGM    -0.03777099
17723    MGM     0.00198452
17899    MGM     0.00974097
18038    MGM     0.01094557
18802    MGM     0.00696611
19135    MGM    -0.00345782
19409    MGM     0.00538541
20425    MGM     0.01765304
20794    MGM    -0.02769641
21492    MGM     0.04335654
21829    MGM    -0.00347826
22324    MGM    -0.01259424
22542    MGM     0.02089628

MHK
      ticker  signal_return
971      MHK    -0.02398408
1204     MHK     0.00783111
1708     MHK    -0.00095628
1896     MHK    -0.01214369
3278     MHK     0.00893190
3458     MHK    -0.01534828
5200     MHK    -0.01584471
5521     MHK     0.03003062
6484     MHK    -0.04089249
7211     MHK     0.03464496
7560     MHK    -0.01099339
8120     MHK     0.04392753
8626     MHK     0.06931855
9900     MHK     0.00322419
10206    MHK    -0.00025986
10374    MHK    -0.02923880
10954    MHK     0.00885763
11459    MHK    -0.09084385
12067    MHK    -0.08332813
13521    MHK     0.03559054
13785    MHK     0.00612364
14196    MHK    -0.04973720
14981    MHK    -0.01682209
15174    MHK     0.01596105
15430    MHK    -0.01229235
16486    MHK    -0.02075571
17064    MHK     0.02849638
17223    MHK     0.01475413
17710    MHK    -0.05400261
18290    MHK    -0.01847508
18495    MHK     0.03793483
18748    MHK    -0.13411039
19958    MHK     0.00450420
20290    MHK    -0.00526708
20621    MHK    -0.00017539
21327    MHK     0.01747934
22433    MHK     0.00437150
22640    MHK    -0.01970608

MKC
      ticker  signal_return
283      MKC     0.03283490
1049     MKC    -0.00500180
2413     MKC     0.02889746
3289     MKC     0.00588155
3656     MKC    -0.00321476
4191     MKC     0.00963399
5262     MKC    -0.00044514
6184     MKC    -0.04514733
6851     MKC     0.02843794
7031     MKC    -0.00714583
7398     MKC    -0.01354484
7820     MKC     0.00052418
9261     MKC     0.00343411
9837     MKC     0.00543171
10375    MKC    -0.00062356
11147    MKC     0.01716677
11339    MKC     0.00388991
12388    MKC    -0.01069403
12983    MKC    -0.00207780
13327    MKC    -0.03486624
13876    MKC    -0.02326402
14003    MKC    -0.02392844
14247    MKC     0.00474013
14341    MKC     0.01627630
14813    MKC     0.00614361
14921    MKC     0.03382965
16390    MKC     0.04085324
17750    MKC     0.01568461
17914    MKC    -0.00882802
18291    MKC    -0.00730123
18424    MKC    -0.00935282
19336    MKC    -0.02930287
20009    MKC    -0.01302950
20244    MKC     0.00558026
20493    MKC    -0.00101554
20847    MKC     0.01479155
21976    MKC     0.01407859
22208    MKC    -0.00914379

MLM
      ticker  signal_return
997      MLM    -0.02253922
2138     MLM     0.01430586
2787     MLM    -0.01505194
2934     MLM    -0.00061896
3198     MLM     0.00339774
4441     MLM     0.00061204
4554     MLM    -0.02399753
6242     MLM     0.11978015
8578     MLM     0.05465764
9667     MLM     0.04665222
10866    MLM     0.00827082
11232    MLM     0.03311541
11418    MLM    -0.07958575
12629    MLM    -0.07748996
13343    MLM     0.05795138
13591    MLM     0.01148246
13829    MLM    -0.00368479
14571    MLM    -0.00045277
15073    MLM     0.01524277
15175    MLM    -0.00331515
15363    MLM     0.00716255
15578    MLM    -0.01801218
15720    MLM     0.03772576
15973    MLM    -0.00788149
16747    MLM     0.00995439
16953    MLM    -0.00642153
17116    MLM    -0.01678529
17803    MLM     0.00601807
18244    MLM    -0.01898165
18803    MLM     0.15495014
20010    MLM    -0.04868686
20556    MLM    -0.05027687
21604    MLM    -0.02537661

MMC
      ticker  signal_return
184      MMC     0.00557866
564      MMC     0.01961928
838      MMC    -0.01362331
1112     MMC     0.00978107
1323     MMC    -0.00713989
1555     MMC    -0.01637316
2382     MMC     0.02527851
3031     MMC     0.01441796
4192     MMC     0.01559293
4413     MMC    -0.01000106
4555     MMC     0.00019214
4946     MMC    -0.00191718
5168     MMC    -0.03768926
6417     MMC    -0.01673013
6793     MMC     0.04615359
7032     MMC    -0.00500090
7283     MMC     0.00844927
7503     MMC     0.00052160
8399     MMC    -0.01695110
9134     MMC    -0.03220125
9756     MMC    -0.00172682
9884     MMC    -0.00017098
10230    MMC     0.00822221
11643    MMC     0.02174595
13046    MMC    -0.03526092
13184    MMC    -0.03226086
13592    MMC     0.01407402
13877    MMC    -0.00757686
14319    MMC     0.00139349
14649    MMC     0.01788474
14982    MMC    -0.00198347
15209    MMC     0.02916406
15772    MMC    -0.00545045
15974    MMC     0.00971913
16085    MMC     0.00285564
16391    MMC     0.00806633
18379    MMC     0.03817735
19091    MMC     0.01008363
20150    MMC     0.01470090
20291    MMC     0.03375147
20711    MMC    -0.02303625
20991    MMC    -0.00761476
22075    MMC     0.01259512
22385    MMC     0.02574275

MNST
      ticker  signal_return
322     MNST     0.01154970
1461    MNST     0.03995947
1556    MNST    -0.02554151
1652    MNST     0.05371959
1848    MNST     0.00088902
2093    MNST    -0.01007638
2672    MNST     0.01850088
2846    MNST    -0.04854923
3508    MNST    -0.05336018
4556    MNST    -0.01311448
5304    MNST    -0.01766666
5500    MNST    -0.07921409
6295    MNST    -0.05376781
6608    MNST    -0.00929479
6852    MNST     0.07180414
7124    MNST    -0.01169711
7399    MNST    -0.04990983
8029    MNST     0.01519103
8222    MNST     0.00883461
8809    MNST     0.11980637
10037   MNST     0.00984091
10920   MNST     0.04040816
11112   MNST     0.01755580
12692   MNST    -0.02363985
12914   MNST    -0.02158543
14004   MNST     0.08739520
14197   MNST    -0.05446952
15622   MNST     0.02675036
15773   MNST    -0.02513360
16140   MNST    -0.02346572
16677   MNST     0.00490364
17804   MNST     0.00843944
18749   MNST     0.09903296
18989   MNST     0.00574164
20642   MNST    -0.11949757
20753   MNST    -0.00762877
22008   MNST     0.02260322
22641   MNST    -0.04544895

MO
      ticker  signal_return
705       MO     0.02169521
913       MO     0.00293451
1050      MO    -0.00636607
1258      MO    -0.01939745
1709      MO     0.01486239
2439      MO     0.01827056
3307      MO     0.00882005
3494      MO     0.00575165
3657      MO     0.03758695
3974      MO    -0.00397121
4167      MO    -0.00048426
4442      MO    -0.00438620
4557      MO    -0.00758477
4947      MO    -0.02944138
5830      MO     0.02892323
5984      MO     0.01806217
6119      MO     0.01015676
6296      MO    -0.02751175
6853      MO     0.03116024
7400      MO     0.01598771
8121      MO     0.05589105
8301      MO    -0.00495187
8627      MO     0.00125956
8864      MO    -0.01057452
9237      MO    -0.02352120
10134     MO    -0.00716942
10836     MO     0.01705279
11083     MO    -0.00599076
12193     MO     0.02626201
12290     MO     0.03891282
14005     MO    -0.02166986
14372     MO     0.00340771
14543     MO    -0.00645138
15105     MO     0.01166654
15774     MO    -0.01120809
16221     MO     0.01004161
16487     MO     0.02940524
17805     MO     0.00247630
18141     MO    -0.00339339
19550     MO     0.01155215
19630     MO     0.00990281
19888     MO     0.02569368
20090     MO    -0.00014026
20218     MO    -0.00444198
20426     MO     0.02338016
20643     MO     0.01562739
20873     MO    -0.00898664
22325     MO     0.00995571
22481     MO     0.00091569

MON
      ticker  signal_return
122      MON    -0.00094652
753      MON    -0.00803367
1157     MON    -0.00081859
1324     MON     0.01260894
1831     MON     0.01193579
2414     MON    -0.00158782
3424     MON    -0.03920704
4093     MON     0.02114945
4220     MON    -0.00853374
4695     MON     0.00187400
5230     MON    -0.00514364
6185     MON     0.00506788
7033     MON     0.01266647
7244     MON    -0.01635687
7886     MON    -0.02643253
8589     MON     0.02403923
9200     MON     0.00096972
10273    MON    -0.01631214
10425    MON    -0.01711122
11055    MON    -0.00804952
11644    MON    -0.00929289
11958    MON     0.04160266
12984    MON    -0.00566807
13282    MON    -0.01060134
13702    MON     0.00065818
14274    MON    -0.03249238
15458    MON     0.00169869
15642    MON    -0.07172230
15818    MON     0.02650430
15937    MON     0.05924743
18709    MON     0.00845416
18955    MON    -0.02749556
19393    MON     0.00306426
19795    MON    -0.00472770
20011    MON    -0.02170628
20622    MON     0.00928854
21455    MON    -0.00034211
22155    MON     0.00280648
22434    MON    -0.00203511

MOS
      ticker  signal_return
1087     MOS     0.02143086
3068     MOS    -0.03179400
4596     MOS    -0.01332160
4930     MOS    -0.00442618
5305     MOS    -0.00238276
6144     MOS     0.04419592
6418     MOS     0.02087961
7186     MOS    -0.04292504
8302     MOS    -0.00908346
8476     MOS     0.01308245
8590     MOS     0.03512500
8839     MOS    -0.02674304
9284     MOS    -0.01158863
9451     MOS     0.00892863
9563     MOS     0.00429816
11013    MOS    -0.00116509
11559    MOS     0.02267560
11968    MOS     0.16297102
12119    MOS    -0.11726679
13145    MOS     0.05221064
13438    MOS     0.09100780
13921    MOS    -0.06565397
14572    MOS    -0.03042187
17635    MOS    -0.05417595
17943    MOS     0.04483228
18334    MOS    -0.06052337
19136    MOS    -0.06085055
19337    MOS     0.03678498
19551    MOS    -0.06102254
19959    MOS    -0.06419976
20910    MOS    -0.00139762
21237    MOS     0.03801363
21376    MOS    -0.00970157
21605    MOS     0.06029902
21799    MOS    -0.03178962
22326    MOS    -0.02178348
22595    MOS    -0.03194872

MPC
      ticker  signal_return
145      MPC     0.02911637
436      MPC    -0.09079089
1205     MPC     0.00439462
1368     MPC     0.08546293
1926     MPC    -0.03381509
3138     MPC    -0.03062286
3826     MPC    -0.02815890
4696     MPC     0.01355321
4908     MPC    -0.01517402
5083     MPC    -0.02420102
5522     MPC     0.00553466
5799     MPC    -0.04267727
6532     MPC    -0.07985634
6969     MPC     0.00449969
7212     MPC    -0.05475051
8158     MPC    -0.07850564
8540     MPC     0.05029158
8699     MPC     0.01301454
10593    MPC    -0.00727955
10756    MPC    -0.02149511
11645    MPC     0.02426897
12579    MPC     0.02611114
12893    MPC     0.05063717
13593    MPC     0.10899947
14072    MPC     0.16093890
15459    MPC     0.00636477
16271    MPC    -0.07031274
17257    MPC    -0.00559544
17479    MPC    -0.01398293
17636    MPC     0.00956053
17751    MPC     0.00665216
19137    MPC    -0.02555158
19465    MPC    -0.02508544
19684    MPC     0.04146771
21764    MPC     0.00121466
22386    MPC    -0.01733082

MRK
      ticker  signal_return
350      MRK    -0.02052098
871      MRK    -0.00812566
1415     MRK     0.00201167
1927     MRK    -0.00520835
2114     MRK    -0.02458437
2700     MRK    -0.01191995
2869     MRK     0.01698855
3787     MRK    -0.02780115
5414     MRK    -0.05489929
5623     MRK     0.00100402
5775     MRK    -0.01970958
6552     MRK    -0.01415118
7561     MRK    -0.05571602
8060     MRK    -0.01555391
9022     MRK    -0.03594717
9564     MRK     0.00846689
11460    MRK    -0.10070067
11646    MRK     0.00719816
13594    MRK    -0.00117394
13977    MRK     0.01247588
14650    MRK    -0.01801851
15106    MRK     0.03044431
15268    MRK     0.01101842
16189    MRK    -0.01874743
16301    MRK     0.00312555
16702    MRK     0.02387562
17300    MRK    -0.00801828
18264    MRK    -0.03795704
18466    MRK     0.03398670
20151    MRK     0.00326671
20370    MRK    -0.00565103
20586    MRK     0.00632818
21377    MRK    -0.00708424
22596    MRK    -0.00459349

MRO
      ticker  signal_return
1259     MRO     0.02886667
2222     MRO     0.03110299
2543     MRO    -0.00652886
3329     MRO     0.01045060
3599     MRO    -0.00247083
4375     MRO     0.04634944
4631     MRO    -0.00707431
4865     MRO    -0.02970266
5138     MRO    -0.02046490
5640     MRO     0.01488740
6145     MRO     0.04767347
6346     MRO     0.03548239
7401     MRO    -0.01066218
7600     MRO     0.09420987
9410     MRO    -0.01146614
10350    MRO    -0.06822097
10623    MRO     0.01564726
10867    MRO     0.09611661
11056    MRO     0.00581679
11267    MRO     0.03758486
11419    MRO     0.08887630
11758    MRO    -0.18359478
13146    MRO     0.10886873
13439    MRO     0.27827024
13786    MRO    -0.00000000
15210    MRO     0.06134172
15535    MRO    -0.12133852
16703    MRO    -0.06521902
17480    MRO    -0.04099687
18637    MRO     0.00218898
19138    MRO    -0.09743622
19284    MRO     0.01973748
20817    MRO    -0.04535776
21665    MRO    -0.02164133
22076    MRO     0.05951413
22327    MRO    -0.03461110
22597    MRO     0.01387707

MS
      ticker  signal_return
45        MS     0.02689179
667       MS    -0.01561471
1113      MS     0.00794443
1325      MS     0.01318559
2164      MS    -0.02323495
2544      MS    -0.02557684
3532      MS    -0.08449093
4376      MS    -0.01133157
4518      MS    -0.01456713
5139      MS     0.00275821
5624      MS     0.01018191
5885      MS    -0.00085239
7504      MS     0.02354323
7821      MS     0.01161753
8400      MS    -0.02918211
9411      MS    -0.00509453
9604      MS    -0.01180588
9771      MS     0.00208932
9901      MS    -0.00181089
10069     MS     0.02230764
10397     MS    -0.03595324
11560     MS     0.05308469
12693     MS    -0.04269469
13440     MS     0.12597221
13787     MS     0.03886652
14052     MS     0.06622702
14275     MS    -0.10120251
15431     MS     0.00980222
16575     MS    -0.05720547
17006     MS     0.01517270
17413     MS     0.03120067
17637     MS    -0.01565467
18194     MS    -0.02016510
18444     MS     0.00828573
18832     MS     0.15958207
19111     MS     0.00024731
19285     MS     0.03047855
19516     MS    -0.01316568
20186     MS     0.00605858
20321     MS     0.02831816
22387     MS    -0.00962084

MSFT
      ticker  signal_return
839     MSFT    -0.00575400
1020    MSFT     0.01946007
1471    MSFT     0.00601388
2115    MSFT    -0.03345358
3199    MSFT     0.01977784
4377    MSFT    -0.00604524
4519    MSFT     0.00155829
4697    MSFT    -0.00309782
5023    MSFT     0.01776326
5776    MSFT     0.01695413
5985    MSFT    -0.02363572
6933    MSFT     0.01904031
7092    MSFT    -0.01217326
8370    MSFT     0.02516155
9537    MSFT     0.01626557
11759   MSFT    -0.04319921
12316   MSFT     0.13035015
12646   MSFT    -0.01388268
12985   MSFT     0.01026944
13788   MSFT    -0.01556755
15045   MSFT     0.00127076
15364   MSFT    -0.08017555
15608   MSFT    -0.00080128
16576   MSFT    -0.05503397
16871   MSFT    -0.00225776
17007   MSFT     0.00499555
17273   MSFT     0.01573202
18445   MSFT     0.00351377
19552   MSFT     0.00531103
19631   MSFT    -0.00535856
20055   MSFT    -0.01726345
21124   MSFT     0.00030432
21378   MSFT     0.03055258
21573   MSFT    -0.00679439
21862   MSFT    -0.01057291
22077   MSFT     0.03027534
22286   MSFT    -0.03520003

MSI
      ticker  signal_return
251      MSI    -0.01065434
351      MSI    -0.02107787
775      MSI    -0.00240674
1710     MSI     0.01529953
5046     MSI    -0.01026436
5231     MSI     0.05313229
5641     MSI     0.02281213
6735     MSI     0.04128395
7887     MSI     0.00223864
9436     MSI     0.00181443
9605     MSI     0.01671066
10162    MSI    -0.00354941
11168    MSI     0.06483976
11461    MSI    -0.07110721
11898    MSI    -0.03092354
12389    MSI    -0.00497832
12630    MSI    -0.04324224
12821    MSI    -0.00208609
13703    MSI     0.04107188
14373    MSI     0.00577588
15074    MSI    -0.00942339
16488    MSI    -0.01958147
17274    MSI     0.07247957
17481    MSI     0.01553860
17684    MSI    -0.00927961
18710    MSI    -0.09826540
18990    MSI    -0.00498879
19410    MSI     0.01795986
20219    MSI    -0.01717771
20947    MSI    -0.01954691
22642    MSI    -0.02166808

MTB
      ticker  signal_return
86       MTB    -0.00793549
259      MTB    -0.01068952
1416     MTB    -0.01436427
2545     MTB    -0.03276031
2974     MTB     0.02364818
3239     MTB    -0.01164158
4378     MTB    -0.00860395
5415     MTB    -0.01071499
5831     MTB     0.01002714
6553     MTB     0.00823264
7505     MTB    -0.02981001
8159     MTB    -0.01566028
9110     MTB    -0.00530211
9546     MTB    -0.02790801
10398    MTB    -0.02552590
10837    MTB     0.01109940
11647    MTB     0.02123959
13441    MTB     0.08113771
13789    MTB     0.02617951
14276    MTB    -0.06035609
15269    MTB     0.04012583
16577    MTB    -0.03690922
18553    MTB     0.01338863
18804    MTB     0.11393194
19112    MTB    -0.00383006
19286    MTB     0.04980198
19517    MTB     0.00227753
19651    MTB    -0.00235917
20012    MTB     0.00320079
20322    MTB     0.00675174
20712    MTB    -0.02828110
21261    MTB    -0.03962883
22388    MTB    -0.01039913

MTD
      ticker  signal_return
87       MTD     0.02479119
284      MTD    -0.01545523
668      MTD     0.01265662
1326     MTD    -0.02681018
2249     MTD    -0.02815635
2546     MTD    -0.08071434
3279     MTD    -0.01522047
3509     MTD    -0.03988560
4317     MTD    -0.01605210
4803     MTD    -0.01635812
5110     MTD    -0.01142826
5523     MTD     0.00474075
6267     MTD     0.04991344
6554     MTD    -0.04755744
6999     MTD     0.03739216
7284     MTD    -0.00709846
7822     MTD     0.01824380
8477     MTD    -0.02738827
9158     MTD    -0.03642700
10231    MTD     0.00571740
11383    MTD    -0.00471633
11561    MTD     0.01815344
12010    MTD    -0.01778629
12580    MTD     0.04682921
12822    MTD    -0.00334733
14922    MTD     0.02468976
15819    MTD    -0.01605320
16056    MTD     0.02134320
16222    MTD    -0.02908291
17008    MTD     0.00397187
17181    MTD    -0.00390512
18088    MTD    -0.00676365
18265    MTD    -0.03447499
18805    MTD    -0.02352384
20136    MTD     0.05770553
20455    MTD     0.00802623
20713    MTD    -0.00360413
21328    MTD     0.04001090
21703    MTD     0.02175955
21977    MTD     0.01748403
22156    MTD     0.03099989

MU
      ticker  signal_return
185       MU    -0.01723425
302       MU     0.04711317
1158      MU    -0.00636269
1327      MU     0.05404089
1497      MU     0.05827755
2024      MU    -0.02288235
2673      MU     0.02187401
3318      MU    -0.07616136
3533      MU    -0.18090077
3658      MU    -0.04212791
3975      MU    -0.02093740
4133      MU     0.02150621
4318      MU     0.06062462
4495      MU    -0.02058012
4673      MU     0.04453203
5024      MU    -0.02810489
6120      MU    -0.05756770
6419      MU    -0.03448313
7342      MU     0.01255422
8122      MU     0.01125165
8460      MU     0.00299375
9010      MU    -0.00180930
9221      MU    -0.02085737
10182     MU     0.03844293
10482     MU     0.07059276
10642     MU    -0.07461805
11420     MU     0.15405236
13121     MU    -0.02253617
13595     MU     0.18487545
13830     MU     0.02342027
15674     MU    -0.00995033
15820     MU    -0.04467748
16038     MU     0.02177380
16392     MU    -0.02085656
17117     MU    -0.09054989
17392     MU     0.08472030
17603     MU     0.00589624
17752     MU     0.00000000
19092     MU     0.04834317
19518     MU    -0.01807131
19677     MU    -0.05632169
20091     MU     0.00659524
20768     MU    -0.01536976
20948     MU    -0.00229973
21069     MU     0.01639667
22122     MU     0.02794465
22328     MU    -0.04531927

MYL
      ticker  signal_return
88       MYL    -0.01012338
352      MYL    -0.01481130
1114     MYL     0.01800546
1369     MYL     0.03861661
2094     MYL    -0.00479722
2250     MYL    -0.03840296
2810     MYL     0.06084382
2948     MYL    -0.03122716
5388     MYL     0.05424114
6794     MYL     0.02134775
7343     MYL    -0.00667525
9023     MYL     0.09623425
9337     MYL    -0.02353398
9475     MYL    -0.01853167
10893    MYL     0.17245697
11648    MYL     0.02218605
11995    MYL     0.12012557
12786    MYL    -0.00534390
12986    MYL    -0.03488949
14277    MYL    -0.09042579
15609    MYL     0.02857337
15721    MYL     0.01243513
17009    MYL    -0.00573676
17258    MYL     0.00781897
17685    MYL    -0.03345946
18063    MYL     0.04329451
18245    MYL    -0.01518737
18750    MYL    -0.11445785
20371    MYL     0.03021378
20714    MYL    -0.03169837
21262    MYL     0.02255129

NAVI
      ticker  signal_return
4972    NAVI    -0.00780818
6573    NAVI     0.01546285
6760    NAVI     0.01851905
7000    NAVI     0.00984745
7125    NAVI     0.00622757
7823    NAVI    -0.02308317
10294   NAVI    -0.01014153
10535   NAVI    -0.04639451
10775   NAVI    -0.01090259
11057   NAVI     0.00382410
11292   NAVI     0.03846628
11562   NAVI     0.07838453
12093   NAVI    -0.00000000
13442   NAVI     0.14867621
13733   NAVI     0.01716780
14651   NAVI     0.03690456
15270   NAVI     0.04239556
15495   NAVI    -0.00073126
16489   NAVI    -0.05257782
17010   NAVI    -0.01825893
17301   NAVI    -0.07426681
17724   NAVI    -0.08072321
18446   NAVI     0.01002708
18651   NAVI    -0.05924283
18880   NAVI     0.11489011
20779   NAVI     0.00618346
21022   NAVI    -0.03081476
21356   NAVI    -0.02979618
21903   NAVI    -0.05491576
22543   NAVI    -0.00855751

NBL
      ticker  signal_return
46       NBL     0.02389243
565      NBL     0.01652697
797      NBL     0.00735347
1974     NBL     0.04003017
2348     NBL     0.01021557
2614     NBL    -0.08605306
3330     NBL    -0.01116698
3600     NBL     0.02773259
4597     NBL     0.00912896
5232     NBL    -0.00226508
6268     NBL     0.13293804
7402     NBL    -0.02826689
7601     NBL     0.10184271
8006     NBL    -0.01515898
9412     NBL    -0.04377192
10536    NBL     0.04531520
10838    NBL     0.04475974
11014    NBL    -0.00100089
11189    NBL    -0.01441413
11760    NBL    -0.06939916
12194    NBL    -0.02334525
12581    NBL    -0.01995012
13639    NBL     0.11580156
14814    NBL    -0.05181882
15460    NBL     0.01550419
16164    NBL    -0.02211525
19287    NBL     0.03779856
19582    NBL    -0.03643880
20524    NBL    -0.01622973
20795    NBL     0.06297898
21051    NBL    -0.03983880
21606    NBL     0.00729683
22123    NBL    -0.00482095
22351    NBL    -0.06176087

NDAQ
      ticker  signal_return
493     NDAQ     0.02897031
776     NDAQ     0.00533260
1206    NDAQ     0.04519950
1370    NDAQ    -0.00531580
3385    NDAQ     0.02748438
4662    NDAQ    -0.00645247
4804    NDAQ    -0.00535374
4973    NDAQ     0.02017289
5169    NDAQ    -0.00071082
5625    NDAQ     0.00137963
5908    NDAQ    -0.03235780
6485    NDAQ    -0.01883108
7344    NDAQ     0.02445864
7658    NDAQ     0.01877098
7824    NDAQ     0.00328071
8628    NDAQ     0.02363801
9838    NDAQ     0.01581213
9956    NDAQ    -0.02170866
11268   NDAQ     0.01080477
11421   NDAQ    -0.05123510
12262   NDAQ     0.07353544
14006   NDAQ    -0.04284016
14320   NDAQ     0.01105682
14514   NDAQ     0.00030670
14652   NDAQ    -0.02253142
15623   NDAQ    -0.03690573
16822   NDAQ     0.01745922
17151   NDAQ     0.00969313
18266   NDAQ     0.00060241
18554   NDAQ     0.01448060
19566   NDAQ    -0.01129520
20110   NDAQ    -0.01686959
20715   NDAQ    -0.02029319
21633   NDAQ     0.01575538
22435   NDAQ    -0.01187852

NEE
      ticker  signal_return
972      NEE    -0.01163998
2251     NEE    -0.00303661
2440     NEE    -0.01305762
2764     NEE    -0.00312820
3156     NEE    -0.00256246
3357     NEE    -0.01815162
3476     NEE     0.00763914
3601     NEE    -0.01253870
3808     NEE    -0.00592639
4698     NEE    -0.02035315
6736     NEE     0.01829228
6934     NEE    -0.01721445
7825     NEE     0.04280359
8371     NEE    -0.00885041
8970     NEE    -0.01916671
10464    NEE    -0.02250234
10839    NEE    -0.02285814
11190    NEE    -0.01101579
11462    NEE    -0.06108122
11857    NEE     0.00052452
13831    NEE    -0.01166221
13978    NEE     0.04707388
14383    NEE    -0.03188219
14734    NEE     0.00485500
14983    NEE    -0.02260463
15675    NEE     0.00192348
15821    NEE    -0.02287627
16110    NEE     0.01652930
16272    NEE    -0.00569711
16578    NEE     0.02311214
18142    NEE    -0.01874664
18881    NEE     0.02761415
20079    NEE     0.02312995
20245    NEE    -0.00802898
20456    NEE     0.03092412
20949    NEE     0.00385911
21666    NEE     0.00223065
21800    NEE     0.01275490
21978    NEE     0.02344650
22157    NEE     0.00802765

NEM
      ticker  signal_return
494      NEM    -0.04949621
1486     NEM     0.00118064
2464     NEM     0.00371058
3169     NEM    -0.06428391
3712     NEM    -0.06764353
4147     NEM    -0.01807411
5455     NEM    -0.00853596
5959     NEM     0.02396809
6146     NEM     0.02193070
6661     NEM     0.07894483
6854     NEM    -0.02266237
8223     NEM     0.09412672
8372     NEM    -0.02090108
8762     NEM     0.02889818
9800     NEM     0.01273439
10643    NEM     0.01166979
10797    NEM     0.16305874
10976    NEM     0.01777060
11191    NEM    -0.03176773
11830    NEM    -0.02498568
12173    NEM     0.02759873
13832    NEM    -0.12599232
14031    NEM     0.20358615
14515    NEM     0.02053381
15176    NEM     0.00923557
15461    NEM     0.02454864
15624    NEM    -0.02431379
15862    NEM    -0.04592865
16678    NEM     0.05034704
16926    NEM    -0.02678514
17152    NEM     0.06184705
18143    NEM     0.01174757
18991    NEM    -0.03422861
20202    NEM    -0.01487016
20911    NEM    -0.04908407
22329    NEM    -0.05172321

NFLX
      ticker  signal_return
353     NFLX    -0.07116921
706     NFLX    -0.12269663
2305    NFLX     0.04021263
2465    NFLX     0.04921702
2701    NFLX    -0.01336106
2896    NFLX    -0.00315935
3436    NFLX     0.03192946
4319    NFLX    -0.01386952
4520    NFLX    -0.01656837
4805    NFLX    -0.06573701
5608    NFLX    -0.00323987
6570    NFLX    -0.05732428
7689    NFLX    -0.02905044
8266    NFLX     0.07795055
8667    NFLX     0.01223974
8865    NFLX    -0.03235861
9422    NFLX    -0.00533401
9772    NFLX     0.04624877
9993    NFLX    -0.01173794
10135   NFLX     0.04283002
10757   NFLX     0.08948496
11233   NFLX     0.01303885
12787   NFLX     0.05167324
13007   NFLX    -0.03737645
13938   NFLX     0.00450823
14117   NFLX    -0.05418800
15211   NFLX    -0.12573662
15822   NFLX    -0.02041923
16579   NFLX    -0.13752260
18109   NFLX     0.00679746
18380   NFLX     0.06296413
19756   NFLX     0.00838757
19901   NFLX     0.00396583
20220   NFLX    -0.02233082
21125   NFLX    -0.02961148
21456   NFLX     0.02780387
21765   NFLX    -0.04517803
22078   NFLX     0.01297889

NFX
      ticker  signal_return
395      NFX     0.01624366
669      NFX     0.02987235
1557     NFX     0.12347457
2935     NFX     0.04021179
3267     NFX     0.04771309
3425     NFX    -0.00776281
3602     NFX     0.00030344
3809     NFX     0.02104725
4064     NFX     0.02792453
4168     NFX    -0.00136221
4379     NFX     0.08160965
4496     NFX     0.04695698
4761     NFX    -0.01504473
5111     NFX    -0.03058342
6147     NFX     0.10006926
6347     NFX     0.14477766
7602     NFX     0.00423550
8101     NFX    -0.14512256
8700     NFX    -0.04386126
8840     NFX    -0.08157165
9321     NFX    -0.03150079
9413     NFX    -0.02638951
9606     NFX    -0.09619240
11058    NFX    -0.04928350
11761    NFX    -0.18695551
12157    NFX     0.03515675
12263    NFX    -0.02546463
13205    NFX    -0.01461213
13522    NFX     0.05378391
13790    NFX     0.06904734
14735    NFX    -0.04176800
15212    NFX     0.02409755
15579    NFX    -0.09753779
15922    NFX    -0.00567693
16360    NFX     0.03775760
16872    NFX    -0.03034964
17275    NFX     0.03294517
18022    NFX    -0.06422202
18780    NFX     0.00026431
19288    NFX     0.03775671
19519    NFX    -0.05455702
20557    NFX     0.02868445
20796    NFX     0.04185664
22079    NFX     0.05705029
22287    NFX     0.00394348
22598    NFX     0.00974913

NI
      ticker  signal_return
622       NI     0.02585264
1260      NI    -0.01834914
1781      NI    -0.00671758
2095      NI     0.00651275
2252      NI    -0.00408760
2674      NI     0.02205445
3827      NI    -0.01305076
4110      NI     0.00745875
4269      NI    -0.03113510
4558      NI     0.02984528
5662      NI     0.02227598
6121      NI     0.01699483
6297      NI    -0.08847873
6795      NI    -0.00236295
7903      NI    -0.01473194
8478      NI     0.00331262
9024      NI    -0.06635267
9860      NI     0.03966037
10295     NI    -0.02935221
10977     NI    -0.04352080
11818     NI    -0.01713628
11884     NI    -0.03464339
12110     NI     0.02027818
12264     NI     0.01839602
12851     NI    -0.02517472
13906     NI     0.03536334
14032     NI    -0.01118112
14334     NI     0.00728933
14516     NI     0.01906509
14736     NI    -0.00346921
15075     NI    -0.00596000
15397     NI    -0.07308200
15823     NI    -0.01853465
16111     NI     0.01782867
16273     NI     0.00356365
16628     NI     0.04058750
17638     NI    -0.02155971
17806     NI    -0.03158822
18144     NI     0.02645657
18711     NI    -0.00766633
18956     NI    -0.00370886
20427     NI     0.05742795
20754     NI    -0.04673748
21457     NI    -0.00056956
21704     NI    -0.00942051
21950     NI     0.03422539
22124     NI     0.01689748

NKE
      ticker  signal_return
47       NKE     0.02757890
303      NKE    -0.02057968
670      NKE    -0.00303370
1021     NKE    -0.00428377
1159     NKE    -0.00012846
2223     NKE     0.02051142
2547     NKE    -0.02494034
3105     NKE    -0.01445075
4733     NKE     0.01240981
5263     NKE    -0.03151776
5626     NKE    -0.00612545
5777     NKE    -0.00244081
6106     NKE     0.00878809
6609     NKE     0.01977234
6796     NKE     0.01705798
7071     NKE     0.01182832
7213     NKE     0.02024587
8461     NKE     0.00819274
8907     NKE    -0.01345723
9182     NKE    -0.02080725
9861     NKE    -0.00525287
10321    NKE    -0.00738570
10483    NKE     0.00118424
10644    NKE     0.00939058
10894    NKE    -0.01245235
11113    NKE     0.01579866
12027    NKE     0.00167859
12265    NKE     0.02772000
12915    NKE    -0.03806727
13523    NKE     0.02264375
14198    NKE    -0.04875556
14879    NKE    -0.05119571
15889    NKE     0.00231915
16039    NKE     0.02777954
16490    NKE    -0.05583705
17511    NKE     0.00169635
18039    NKE     0.02144905
18225    NKE    -0.00000000
18359    NKE    -0.01632689
18652    NKE    -0.01444283
19796    NKE    -0.01853465
20272    NKE     0.01756318
20494    NKE    -0.00349284
21001    NKE    -0.04799804
21863    NKE     0.01104984

NLSN
      ticker  signal_return
89      NLSN     0.04202184
472     NLSN     0.01595354
671     NLSN     0.01548818
914     NLSN    -0.00050646
1274    NLSN     0.04382970
1441    NLSN     0.00796630
1558    NLSN     0.04643651
2811    NLSN    -0.00927831
2975    NLSN    -0.01839580
4663    NLSN     0.00227484
4806    NLSN    -0.00611997
5306    NLSN    -0.00497567
5870    NLSN    -0.00133097
6090    NLSN     0.00388084
6243    NLSN     0.02524612
7627    NLSN    -0.03790212
7920    NLSN    -0.04792677
8810    NLSN    -0.02324156
11084   NLSN     0.01618873
11762   NLSN    -0.04207805
12335   NLSN    -0.01578434
13878   NLSN    -0.04385789
14007   NLSN    -0.05396341
14321   NLSN     0.02125565
14407   NLSN     0.03664386
14544   NLSN    -0.02070386
14815   NLSN    -0.01602476
15107   NLSN    -0.01774301
15398   NLSN    -0.03738400
16141   NLSN    -0.00739375
16580   NLSN    -0.02926655
17011   NLSN    -0.01905867
18400   NLSN    -0.17104517
18496   NLSN     0.00769657
18751   NLSN    -0.02413560
19028   NLSN     0.00396335
19338   NLSN     0.00285375
19913   NLSN     0.00146628
20292   NLSN     0.01722830
20495   NLSN    -0.01841019
21458   NLSN    -0.00648220
22352   NLSN    -0.03251244

NOC
      ticker  signal_return
102      NOC     0.00114292
623      NOC     0.06486111
840      NOC    -0.00230958
1088     NOC    -0.01089632
1371     NOC     0.00364123
1849     NOC    -0.01520344
2096     NOC     0.01594169
2253     NOC    -0.06213071
2897     NOC    -0.00397873
3032     NOC    -0.02016165
5084     NOC     0.02111501
5709     NOC    -0.00070025
5832     NOC     0.01965328
5986     NOC    -0.01302778
6761     NOC     0.01594184
7285     NOC     0.00102041
7562     NOC    -0.04239183
7826     NOC     0.00784109
8303     NOC     0.00909589
8479     NOC     0.02710926
8591     NOC     0.02282960
8763     NOC    -0.03421715
9647     NOC     0.00377236
10322    NOC    -0.01851622
10758    NOC     0.01500933
11114    NOC     0.00138281
12225    NOC    -0.01483951
12390    NOC     0.05721722
14984    NOC     0.02802540
15580    NOC     0.01700436
15703    NOC     0.02814728
16223    NOC    -0.00845360
16679    NOC    -0.00139561
17807    NOC    -0.00837621
18555    NOC     0.00271501
18882    NOC     0.01267215
20587    NOC    -0.00499314
21411    NOC    -0.01945429
22080    NOC     0.01164075
22454    NOC     0.00242331

NOV
      ticker  signal_return
186      NOV    -0.00516993
566      NOV    -0.02925940
841      NOV    -0.02311323
1207     NOV     0.00358381
2306     NOV     0.03298690
3437     NOV    -0.01018339
3547     NOV     0.03363740
3713     NOV    -0.04998892
4245     NOV     0.03159248
4598     NOV     0.03366729
4734     NOV     0.00615312
4919     NOV     0.01012607
5085     NOV    -0.01033601
5679     NOV    -0.04496203
6013     NOV     0.00765310
6148     NOV     0.03218116
6420     NOV    -0.00170503
7403     NOV    -0.00454371
7603     NOV     0.02943495
8102     NOV     0.00496109
8401     NOV     0.02267242
8541     NOV    -0.03683974
9111     NOV    -0.02188271
10183    NOV    -0.02648551
10594    NOV     0.05179788
10798    NOV     0.04228120
11312    NOV     0.00454088
11500    NOV     0.00153610
13078    NOV    -0.03404085
13443    NOV     0.07484458
14073    NOV     0.04791555
15625    NOV    -0.07427874
16190    NOV    -0.08784756
18040    NOV     0.01640726
18712    NOV    -0.04722841
19520    NOV    -0.00452376
20623    NOV    -0.03038396
21329    NOV    -0.00889142
21607    NOV    -0.00207561
22081    NOV    -0.00885637
22643    NOV    -0.04026558

NRG
      ticker  signal_return
672      NRG     0.02726983
1442     NRG    -0.04950598
3139     NRG    -0.00435439
3319     NRG     0.02056709
3438     NRG    -0.02920369
3714     NRG     0.01654639
3874     NRG    -0.01619826
4134     NRG     0.02101801
4320     NRG    -0.01491740
4473     NRG     0.01433425
5025     NRG     0.04094865
5264     NRG     0.02330649
5416     NRG     0.01383988
6533     NRG    -0.01727524
6935     NRG     0.00525422
7690     NRG    -0.01820991
8242     NRG    -0.02639098
8908     NRG    -0.01400999
9025     NRG    -0.09168613
10537    NRG     0.01461135
10681    NRG     0.00954770
10895    NRG     0.00092764
11234    NRG     0.04125872
11819    NRG    -0.01782952
11885    NRG    -0.02696174
11969    NRG     0.09659149
12094    NRG    -0.08666577
12428    NRG     0.07284683
12788    NRG    -0.04871093
12931    NRG     0.25550317
14482    NRG     0.01631358
15581    NRG    -0.02232752
15775    NRG    -0.01008200
16040    NRG     0.08873963
17341    NRG     0.04218692
17669    NRG    -0.00000000
17868    NRG    -0.04016604
18556    NRG     0.05979579
19521    NRG     0.00958474
19781    NRG     0.07957921
19858    NRG     0.10460681
20152    NRG    -0.01750724
20848    NRG     0.00167832
21112    NRG    -0.00213789
21608    NRG     0.06890229

NSC
      ticker  signal_return
187      NSC     0.00051387
473      NSC    -0.00558803
707      NSC     0.09655940
1559     NSC    -0.01914042
1782     NSC     0.00698388
2655     NSC    -0.02025872
3126     NSC     0.00945904
3216     NSC    -0.01303422
3997     NSC     0.00296751
4082     NSC     0.02211528
4380     NSC    -0.00591368
4599     NSC    -0.01484402
5026     NSC     0.01451897
5751     NSC     0.00073665
5926     NSC    -0.00286713
7034     NSC    -0.00662567
9390     NSC    -0.01892614
9839     NSC    -0.00412755
9957     NSC     0.02942482
10163    NSC    -0.00328912
10465    NSC     0.01053297
10682    NSC    -0.01810214
10978    NSC    -0.02741192
11293    NSC     0.00713322
11649    NSC    -0.01552392
12712    NSC    -0.00361746
12823    NSC     0.03097805
13640    NSC     0.05575791
14816    NSC     0.01283992
15496    NSC    -0.01344817
16581    NSC    -0.05160700
16904    NSC     0.01073865
17118    NSC    -0.06204747
17604    NSC     0.01205343
18089    NSC    -0.00288898
18883    NSC     0.04163138
19289    NSC     0.03043572
19522    NSC    -0.01751294
19797    NSC    -0.00062710
19902    NSC     0.04352416
20496    NSC    -0.02044559
22105    NSC     0.00138872

NTAP
      ticker  signal_return
48      NTAP     0.01281189
227     NTAP    -0.02721723
777     NTAP     0.00333376
954     NTAP    -0.01635610
2165    NTAP     0.05238440
3082    NTAP     0.04909767
3170    NTAP    -0.03308087
3715    NTAP    -0.01531076
3905    NTAP    -0.02548842
4866    NTAP    -0.01419499
5112    NTAP     0.02148367
5265    NTAP    -0.00821360
5490    NTAP    -0.01045348
5663    NTAP     0.00522567
5886    NTAP     0.00314447
8007    NTAP     0.00522272
8192    NTAP    -0.02630549
8373    NTAP    -0.03077962
8629    NTAP    -0.03475948
9211    NTAP     0.01093827
9936    NTAP    -0.05003345
10683   NTAP    -0.01749316
11501   NTAP    -0.02650917
11938   NTAP    -0.08577605
12210   NTAP     0.01970801
12391   NTAP    -0.01819833
13147   NTAP     0.03803551
13259   NTAP    -0.02410663
13444   NTAP     0.09199450
13791   NTAP     0.04739788
15643   NTAP     0.01252446
17065   NTAP    -0.00454374
17302   NTAP     0.04787670
17414   NTAP     0.18665244
17532   NTAP    -0.00228899
18682   NTAP     0.01829877
19093   NTAP    -0.00789012
20273   NTAP     0.03130342
20716   NTAP    -0.02019796
22288   NTAP     0.00308325
22455   NTAP    -0.01329703

NTRS
      ticker  signal_return
372     NTRS     0.01293728
915     NTRS    -0.00069979
1089    NTRS    -0.02163650
1417    NTRS    -0.00410467
1711    NTRS     0.03865694
1928    NTRS     0.00209830
2280    NTRS    -0.03098131
3083    NTRS    -0.01645104
3240    NTRS    -0.01940015
5113    NTRS     0.01561828
5266    NTRS    -0.02960300
5609    NTRS     0.01584220
5710    NTRS    -0.01296831
5927    NTRS    -0.00984876
6555    NTRS     0.01108534
8160    NTRS    -0.08834917
8542    NTRS     0.00665739
8811    NTRS    -0.01302581
9087    NTRS    -0.01613051
9498    NTRS    -0.00142291
9684    NTRS     0.00668452
9902    NTRS    -0.00843998
10207   NTRS    -0.00493059
10376   NTRS    -0.02505229
11650   NTRS     0.03336914
12647   NTRS     0.03779678
13524   NTRS     0.02166802
13792   NTRS     0.08146789
14278   NTRS    -0.08575677
15271   NTRS     0.06637643
15991   NTRS     0.00875986
16582   NTRS    -0.03002941
18195   NTRS    -0.01104829
18806   NTRS     0.11260448
19053   NTRS    -0.01285801
19339   NTRS     0.04967058
22411   NTRS     0.03621997

NUE
      ticker  signal_return
188      NUE    -0.02030501
673      NUE     0.00604939
973      NUE     0.03483634
2349     NUE     0.00844408
2548     NUE    -0.03353683
3495     NUE    -0.00572958
3976     NUE    -0.01382729
4735     NUE    -0.01194709
5524     NUE     0.00705798
5731     NUE    -0.00309457
5928     NUE    -0.02877896
6421     NUE    -0.02433704
7978     NUE     0.02448050
8123     NUE     0.03680576
9135     NUE    -0.05228724
9565     NUE    -0.01340666
10538    NUE     0.02019817
10896    NUE    -0.03768764
11763    NUE    -0.04367506
11959    NUE     0.04419206
12068    NUE    -0.07345139
13185    NUE    -0.05974173
13596    NUE     0.03604245
14483    NUE     0.03031242
14613    NUE     0.03623268
14985    NUE    -0.00978523
15272    NUE     0.02395204
16191    NUE    -0.02563490
16797    NUE     0.06337456
17808    NUE     0.02355083
18807    NUE     0.14938020
19054    NUE     0.03229243
19210    NUE    -0.00899894
19394    NUE    -0.01548019
20111    NUE     0.00760329
21904    NUE    -0.04409532
22482    NUE    -0.03774033

NVDA
      ticker  signal_return
49      NVDA     0.01822877
1073    NVDA    -0.10899776
1160    NVDA    -0.05447686
2025    NVDA    -0.02162580
2731    NVDA     0.10962947
3683    NVDA    -0.03648303
4457    NVDA     0.00974617
5201    NVDA     0.00395816
5732    NVDA    -0.00381728
6422    NVDA    -0.03356509
7345    NVDA     0.00167204
8630    NVDA     0.00156828
8909    NVDA     0.00066364
9011    NVDA     0.01102833
9183    NVDA    -0.09326710
10539   NVDA     0.01653759
11313   NVDA     0.02407683
12111   NVDA     0.05449433
12226   NVDA     0.05392739
12392   NVDA    -0.02567901
12694   NVDA    -0.05706520
12987   NVDA     0.02443192
13793   NVDA    -0.04719046
14118   NVDA     0.02684210
14860   NVDA     0.02972247
14986   NVDA     0.01012097
15273   NVDA    -0.00792462
15843   NVDA     0.07857751
15975   NVDA     0.03146620
16393   NVDA    -0.03099725
16759   NVDA     0.08673862
17012   NVDA     0.03337270
17303   NVDA     0.07988409
17927   NVDA     0.01046803
18023   NVDA     0.02610650
18467   NVDA     0.00634386
18992   NVDA     0.05946714
19597   NVDA     0.08167009
19685   NVDA    -0.07340752
21766   NVDA     0.05165600
21979   NVDA     0.04208254
22289   NVDA     0.01315544

NWL
      ticker  signal_return
567      NWL     0.03858774
842      NWL     0.00813013
1443     NWL     0.00164609
1560     NWL    -0.00486461
1929     NWL    -0.01241866
3171     NWL    -0.01455925
3534     NWL    -0.04366314
4381     NWL    -0.01395900
4920     NWL    -0.03312083
5307     NWL     0.01284814
5435     NWL    -0.00599163
5711     NWL     0.01263422
5987     NWL    -0.01940122
6556     NWL    -0.06400972
7126     NWL     0.01393945
7404     NWL     0.00877439
7604     NWL    -0.05563979
7763     NWL     0.03848160
8631     NWL     0.02192352
9302     NWL    -0.00423677
10208    NWL     0.00340219
10323    NWL    -0.00650840
10759    NWL    -0.01112043
11148    NWL     0.01022789
11482    NWL    -0.12057032
11764    NWL    -0.05716065
12095    NWL    -0.05989211
12739    NWL    -0.01975816
12988    NWL     0.03115112
13597    NWL     0.05883281
14199    NWL    -0.04954045
14861    NWL     0.01912721
14987    NWL    -0.00401249
15644    NWL     0.01347389
15776    NWL    -0.03455397
17119    NWL     0.08246109
17393    NWL    -0.02005772
18653    NWL    -0.02346269
19029    NWL    -0.02253497
19340    NWL     0.00551695
20203    NWL    -0.06202009
20588    NWL     0.01367229
21634    NWL    -0.15452754
21723    NWL     0.02039526
22125    NWL    -0.01150197
22436    NWL    -0.00802767

NWS
      ticker  signal_return
50       NWS     0.00261286
798      NWS     0.01206017
2254     NWS     0.04578157
2415     NWS     0.03906997
4835     NWS    -0.01192180
6186     NWS     0.00506972
6423     NWS     0.04858978
8543     NWS     0.03978150
8701     NWS     0.02091501
8841     NWS    -0.02319462
9476     NWS    -0.03268474
9721     NWS    -0.01266262
10104    NWS     0.03174870
10252    NWS    -0.02781821
10624    NWS    -0.01221718
11765    NWS    -0.05881859
12069    NWS    -0.08029002
12538    NWS    -0.02220862
13391    NWS     0.02197891
14119    NWS     0.05607333
14923    NWS    -0.01129105
16312    NWS     0.01038072
16583    NWS    -0.06288038
17120    NWS    -0.00758154
17342    NWS     0.02792878
18110    NWS    -0.04661570
18468    NWS     0.06252036
18713    NWS    -0.02045061
20293    NWS    -0.00738011
21126    NWS    -0.05630004
22209    NWS    -0.00357782
22389    NWS     0.00353983

NWSA
      ticker  signal_return
51      NWSA    -0.00029330
799     NWSA     0.01748647
1472    NWSA    -0.01007283
2307    NWSA     0.02016567
2466    NWSA    -0.08695916
2976    NWSA    -0.02317985
4836    NWSA    -0.01462297
6187    NWSA    -0.00031294
6424    NWSA     0.02682924
8544    NWSA     0.03801363
8702    NWSA     0.01017599
8842    NWSA    -0.02027292
9477    NWSA    -0.02858245
9722    NWSA    -0.01785171
10184   NWSA     0.02503608
11294   NWSA    -0.08015244
11766   NWSA    -0.04425169
12070   NWSA    -0.08721477
12539   NWSA    -0.03434948
13392   NWSA     0.02698576
14120   NWSA     0.03203935
15108   NWSA    -0.04875179
16491   NWSA    -0.03096223
17066   NWSA     0.02735614
17343   NWSA     0.02666825
17460   NWSA     0.00579712
17582   NWSA    -0.00286533
18111   NWSA    -0.03598272
18469   NWSA     0.06778202
18683   NWSA     0.03375848
20294   NWSA    -0.01592753
22106   NWSA     0.00148920
22390   NWSA     0.00584370

O
      ticker  signal_return
843        O    -0.01999867
1418       O     0.01319031
1515       O    -0.00216744
2391       O    -0.01120012
2765       O     0.04547845
2898       O     0.00704818
4600       O    -0.00857793
4807       O    -0.00089206
4931       O     0.00353826
5066       O    -0.02431596
5871       O     0.00898139
6014       O     0.00860793
6705       O     0.04016179
6908       O    -0.01693879
7764       O     0.02671758
7979       O     0.02801972
8161       O     0.02841263
8330       O     0.01770111
9607       O     0.04054321
10070      O     0.00199093
10466      O    -0.02587503
11115      O    -0.00547004
11886      O    -0.04441167
12336      O     0.02720023
12496      O    -0.01916231
12989      O    -0.00952766
13186      O     0.00545067
13328      O     0.01168883
13907      O     0.03548124
14033      O    -0.00850918
14279      O     0.00166196
14817      O    -0.00178818
14924      O     0.00399844
15137      O     0.01390228
15739      O    -0.00203204
16302      O    -0.00879839
16492      O     0.06038932
16724      O    -0.01978304
17224      O    -0.05265123
17809      O    -0.00326265
18196      O     0.00404564
18599      O     0.04082963
18884      O    -0.00948383
20295      O    -0.00786374
20558      O    -0.03394711
21667      O     0.02431620
21864      O    -0.01732694

OKE
      ticker  signal_return
754      OKE     0.02845972
1051     OKE    -0.00973244
1372     OKE    -0.02891270
1873     OKE     0.01499865
1995     OKE     0.03150859
2197     OKE    -0.01834358
2812     OKE    -0.03113743
3659     OKE     0.01388001
3810     OKE     0.02174849
4321     OKE    -0.01428925
4632     OKE     0.01763082
4762     OKE    -0.01927985
5389     OKE    -0.03660765
5642     OKE     0.03460752
6348     OKE     0.03901665
7605     OKE     0.08682333
8103     OKE    -0.06111112
9391     OKE    -0.02344339
10005    OKE     0.06004732
10625    OKE    -0.08269590
11235    OKE    -0.00975890
11767    OKE    -0.11276234
12096    OKE    -0.20390590
12740    OKE     0.00680275
13008    OKE     0.19537414
13122    OKE     0.07036541
14517    OKE     0.03072609
14653    OKE     0.08494873
15213    OKE     0.06115180
15432    OKE     0.06319063
15676    OKE     0.04857806
15863    OKE    -0.00335410
15992    OKE     0.01520767
16142    OKE    -0.00266430
16345    OKE    -0.01984963
17482    OKE    -0.05382094
17725    OKE    -0.06667756
18041    OKE    -0.03293295
19139    OKE    -0.00532523
19290    OKE     0.03856932
19523    OKE    -0.00328635
20912    OKE    -0.00153139
21668    OKE    -0.03837067
22353    OKE    -0.01005446
22571    OKE    -0.06480164

OMC
      ticker  signal_return
755      OMC     0.01521387
974      OMC     0.02037666
1753     OMC     0.01123146
1897     OMC    -0.01690104
3459     OMC     0.01355660
3760     OMC    -0.00450857
3906     OMC    -0.01852602
4633     OMC     0.00209278
4867     OMC    -0.02917594
5186     OMC    -0.04936372
6040     OMC    -0.00188967
6188     OMC     0.00654569
6425     OMC    -0.02397762
6882     OMC     0.00480803
7057     OMC     0.02044895
7187     OMC     0.02336586
7405     OMC     0.01362489
7606     OMC    -0.03795127
8843     OMC    -0.00088479
10019    OMC     0.01296439
10185    OMC    -0.00019212
10426    OMC     0.01476880
11768    OMC    -0.00269099
12393    OMC     0.01309479
13063    OMC    -0.03240225
13329    OMC    -0.06991914
13525    OMC    -0.00339799
13879    OMC    -0.05135217
14408    OMC     0.00871242
14654    OMC     0.02538747
14880    OMC     0.01607047
15046    OMC     0.00812818
15214    OMC     0.00473150
16584    OMC    -0.04005336
17686    OMC    -0.01627943
18381    OMC     0.00981679
19094    OMC     0.01354217
21551    OMC    -0.01893790
21905    OMC    -0.01783703
22330    OMC    -0.02707874

ORCL
      ticker  signal_return
189     ORCL     0.00000000
1125    ORCL     0.00172761
1462    ORCL    -0.01254650
1561    ORCL    -0.06551608
1754    ORCL     0.03701146
1930    ORCL    -0.01102979
2166    ORCL    -0.00679208
2949    ORCL     0.01300873
3358    ORCL    -0.03283664
3977    ORCL     0.00499347
4382    ORCL    -0.01156082
6041    ORCL     0.01426558
6189    ORCL    -0.02718847
7346    ORCL     0.00047755
7765    ORCL     0.01640277
9026    ORCL    -0.06216955
10296   ORCL    -0.08622223
10540   ORCL     0.00272421
10921   ORCL     0.00735577
11651   ORCL     0.00239968
12582   ORCL     0.00876649
13231   ORCL    -0.01203187
13370   ORCL     0.02291796
13704   ORCL    -0.00117302
14573   ORCL     0.00882435
14737   ORCL     0.01309146
16873   ORCL    -0.00824247
17915   ORCL    -0.00793350
18292   ORCL    -0.01072887
19253   ORCL    -0.02699489
20323   ORCL     0.02831283
20525   ORCL     0.00959858
20976   ORCL    -0.01720378
22210   ORCL    -0.00811319
22599   ORCL     0.09348366

ORLY
      ticker  signal_return
516     ORLY     0.04245957
1516    ORLY    -0.03074163
1996    ORLY    -0.00308724
2224    ORLY    -0.01802387
2630    ORLY     0.04073475
2788    ORLY    -0.00609047
4322    ORLY    -0.01798849
4921    ORLY    -0.01117691
5627    ORLY    -0.00229621
5778    ORLY    -0.02762501
6486    ORLY    -0.04238006
6610    ORLY     0.08692222
6762    ORLY     0.01934516
6970    ORLY     0.01118382
7406    ORLY     0.02805839
7628    ORLY    -0.01238552
7853    ORLY    -0.00413771
8520    ORLY    -0.00805192
9088    ORLY     0.00109215
9262    ORLY    -0.01494844
9520    ORLY    -0.04698941
10399   ORLY    -0.02525585
10645   ORLY     0.01374884
11340   ORLY     0.02767282
12429   ORLY     0.06054544
13371   ORLY     0.03376005
13794   ORLY    -0.04929051
14409   ORLY     0.00246637
14901   ORLY    -0.01010734
15109   ORLY    -0.02921835
15844   ORLY     0.00555330
16725   ORLY     0.00137711
17121   ORLY     0.01846076
18600   ORLY    -0.03434414
20137   ORLY    -0.06580320
21194   ORLY    -0.00299720
21574   ORLY    -0.04892807
22354   ORLY    -0.01442157
22572   ORLY     0.01405322

ORPHAN
       ticker  signal_return
90     ORPHAN     0.01987527
260    ORPHAN     0.01630172
354    ORPHAN     0.02211499
454    ORPHAN     0.02171659
624    ORPHAN     0.02484423
872    ORPHAN     0.02009981
1022   ORPHAN     0.02805295
1208   ORPHAN     0.02269613
1373   ORPHAN     0.02254760
1517   ORPHAN     0.02854540
1636   ORPHAN     0.02937169
1832   ORPHAN     0.03065842
1975   ORPHAN     0.03092812
2139   ORPHAN     0.02845211
2308   ORPHAN     0.02301463
2549   ORPHAN     0.03623402
2766   ORPHAN     0.03485624
2899   ORPHAN     0.03019735
3033   ORPHAN     0.02791299
3140   ORPHAN     0.02321343
3241   ORPHAN     0.03573815
3386   ORPHAN     0.02294775
3496   ORPHAN     0.02669512
3626   ORPHAN     0.03122444
3811   ORPHAN     0.02691872
3927   ORPHAN     0.03423381
4040   ORPHAN     0.02837206
4148   ORPHAN     0.04186629
4323   ORPHAN     0.03744047
4474   ORPHAN     0.04021449
...       ...            ...
18145  ORPHAN     0.05971336
18316  ORPHAN     0.05022719
18425  ORPHAN     0.03920719
18638  ORPHAN     0.04566227
18808  ORPHAN     0.05123785
19055  ORPHAN     0.04121909
19211  ORPHAN     0.05086622
19372  ORPHAN     0.05047660
19567  ORPHAN     0.03858175
19652  ORPHAN     0.04885327
19712  ORPHAN     0.04144627
19814  ORPHAN     0.05745532
19903  ORPHAN     0.05371080
20080  ORPHAN     0.05554505
20204  ORPHAN     0.04767972
20372  ORPHAN     0.05067097
20559  ORPHAN     0.05909721
20769  ORPHAN     0.05234501
20894  ORPHAN     0.04734744
21023  ORPHAN     0.04889727
21113  ORPHAN     0.05194406
21186  ORPHAN     0.05625907
21284  ORPHAN     0.04730099
21459  ORPHAN     0.04725947
21635  ORPHAN     0.04173993
21780  ORPHAN     0.05215320
21951  ORPHAN     0.03864399
22126  ORPHAN     0.05645798
22331  ORPHAN     0.05263967
22483  ORPHAN     0.04583718

[155 rows x 2 columns]

OXY
      ticker  signal_return
285      OXY     0.00872439
396      OXY     0.00083814
568      OXY    -0.01360141
1374     OXY    -0.04750288
1612     OXY    -0.00783464
2255     OXY     0.01862293
2789     OXY     0.00323203
3034     OXY    -0.00091538
4149     OXY     0.01114413
4324     OXY     0.01060992
4475     OXY     0.00743139
4665     OXY    -0.02463795
6190     OXY    -0.01337918
6349     OXY     0.06808238
7407     OXY    -0.05961490
7678     OXY    -0.09381473
10626    OXY     0.00610793
10868    OXY     0.04988921
11059    OXY    -0.02391482
11769    OXY    -0.10504098
12071    OXY    -0.10449591
12195    OXY     0.00873720
12583    OXY    -0.00490750
13527    OXY     0.00405427
14360    OXY    -0.04028672
15215    OXY     0.03272303
15433    OXY     0.03211496
16394    OXY    -0.03574827
17917    OXY     0.02033776
18024    OXY    -0.05663226
18781    OXY     0.02493667
20560    OXY    -0.00382410
20818    OXY    -0.04720826
21575    OXY     0.00362379

PAYX
      ticker  signal_return
190     PAYX    -0.00821939
625     PAYX     0.03442476
844     PAYX    -0.01552843
1261    PAYX     0.00391570
1755    PAYX     0.01503123
2550    PAYX    -0.00813514
4634    PAYX    -0.01038030
4809    PAYX    -0.01025895
5752    PAYX    -0.00734862
5961    PAYX     0.01615544
6122    PAYX     0.01012268
6685    PAYX     0.03957797
6883    PAYX     0.00930633
8331    PAYX    -0.05839971
8592    PAYX     0.02197665
8764    PAYX     0.00563438
8910    PAYX    -0.02247286
9089    PAYX     0.00498705
10274   PAYX    -0.02700621
10541   PAYX    -0.02563296
12141   PAYX     0.03293560
12318   PAYX     0.03294324
12497   PAYX     0.00000932
12658   PAYX     0.00588293
12824   PAYX     0.00867724
13445   PAYX     0.09063424
14738   PAYX     0.01212136
14988   PAYX    -0.02565196
16025   PAYX     0.01080102
16395   PAYX     0.05545941
16726   PAYX     0.01519435
17726   PAYX    -0.05271400
18042   PAYX     0.01224862
18293   PAYX    -0.00196131
18684   PAYX     0.00147520
19466   PAYX     0.00397615
19611   PAYX     0.00796947
20589   PAYX     0.01110139
22437   PAYX    -0.00829743

PBCT
      ticker  signal_return
626     PBCT    -0.03442797
1419    PBCT    -0.00667559
2026    PBCT     0.00323730
2467    PBCT     0.01774984
4383    PBCT    -0.00269542
4699    PBCT     0.00530154
6269    PBCT    -0.02034444
6574    PBCT    -0.03693602
7827    PBCT     0.01538744
9136    PBCT    -0.01874747
9903    PBCT    -0.00386101
10071   PBCT     0.01821086
10377   PBCT    -0.00122850
11770   PBCT    -0.03679784
12498   PBCT    -0.03513384
13446   PBCT     0.07445298
13908   PBCT    -0.04223989
15399   PBCT    -0.01230785
16585   PBCT    -0.03897057
17559   PBCT     0.02313326
18601   PBCT    -0.00362625
18809   PBCT     0.10488222
19341   PBCT     0.05498431
20717   PBCT    -0.04359798
21024   PBCT    -0.01447687
21263   PBCT    -0.01720226
21906   PBCT    -0.01014026

PCAR
      ticker  signal_return
1712    PCAR     0.01700342
1931    PCAR    -0.00338582
2551    PCAR    -0.07987175
2790    PCAR     0.04216007
2977    PCAR     0.00136602
3200    PCAR     0.00593034
4010    PCAR    -0.00487516
4868    PCAR    -0.02484132
5335    PCAR    -0.00648616
5887    PCAR     0.00420770
6042    PCAR     0.02731581
6191    PCAR    -0.04419648
6487    PCAR    -0.04105942
6855    PCAR     0.02464780
7309    PCAR     0.04066891
8193    PCAR    -0.01860737
8451    PCAR    -0.04298236
9478    PCAR     0.00269421
10684   PCAR    -0.03405515
11563   PCAR     0.02059873
12028   PCAR     0.02090933
13019   PCAR    -0.00184294
13123   PCAR     0.01571536
13705   PCAR    -0.03351773
14303   PCAR     0.00272215
14518   PCAR    -0.04309057
14819   PCAR    -0.02749504
15309   PCAR     0.00179019
15536   PCAR    -0.01832400
16493   PCAR     0.00250458
17122   PCAR    -0.00929599
17483   PCAR     0.00652886
18497   PCAR     0.00365631
19056   PCAR     0.00594946
19212   PCAR     0.01695769
19395   PCAR     0.02550889
20013   PCAR     0.00335693
20324   PCAR    -0.01586877
21264   PCAR    -0.01733305
21801   PCAR     0.00462119

PCG
      ticker  signal_return
404      PCG    -0.02221217
1052     PCG    -0.04252910
2441     PCG    -0.01464436
2732     PCG     0.01174993
3183     PCG     0.00246223
3569     PCG    -0.01535923
3761     PCG    -0.02139237
4325     PCG    -0.00387848
4559     PCG    -0.00420169
5362     PCG    -0.00433543
6763     PCG     0.03623511
7462     PCG     0.00599789
7659     PCG     0.00977635
7904     PCG    -0.01253829
8085     PCG     0.04088647
8244     PCG     0.01886047
8420     PCG    -0.03536448
8971     PCG     0.00769235
10186    PCG     0.00438073
11401    PCG     0.00969795
11858    PCG    -0.00062637
14008    PCG     0.02393277
14410    PCG    -0.03577106
14820    PCG    -0.00254561
14989    PCG    -0.01635192
16057    PCG     0.02779773
16224    PCG    -0.00047646
16681    PCG     0.01413616
17810    PCG    -0.02580265
18146    PCG    -0.00000000
19871    PCG    -0.01451073
20112    PCG    -0.00096993
20246    PCG    -0.00364761
20497    PCG     0.03212088
21025    PCG     0.00044560
22127    PCG     0.01156929

PDCO
      ticker  signal_return
916     PDCO     0.01151734
1161    PDCO    -0.02572266
2552    PDCO    -0.03150859
3127    PDCO    -0.01000008
3426    PDCO    -0.02917406
4094    PDCO     0.00178594
5417    PDCO    -0.02298952
6043    PDCO    -0.00048263
6798    PDCO     0.03207844
7072    PDCO     0.02678488
7286    PDCO     0.01251059
7526    PDCO    -0.01688325
8030    PDCO     0.01746156
8304    PDCO    -0.00917706
9437    PDCO    -0.02606832
9685    PDCO     0.00627504
10325   PDCO    -0.01397340
11483   PDCO    -0.08667637
11859   PDCO    -0.01672839
12072   PDCO    -0.04131593
12825   PDCO    -0.06679748
13598   PDCO     0.05205096
15047   PDCO    -0.00998272
16012   PDCO     0.01870750
16192   PDCO    -0.03605646
17461   PDCO    -0.01564425
18557   PDCO    -0.05368745
18957   PDCO     0.01567266
19179   PDCO     0.02094585
20325   PDCO     0.03774891
20624   PDCO    -0.03365810
21935   PDCO    -0.05135210
22211   PDCO    -0.02144624
22573   PDCO     0.00021006

PEG
      ticker  signal_return
756      PEG    -0.01321411
1613     PEG    -0.01030132
1953     PEG    -0.01237129
2656     PEG     0.02185083
2813     PEG     0.04646823
3359     PEG     0.00287996
3548     PEG    -0.00178276
3716     PEG    -0.03412438
5202     PEG     0.02213285
5391     PEG    -0.03227016
6298     PEG    -0.02402756
6686     PEG     0.04303335
6936     PEG    -0.05510024
7766     PEG     0.02083653
7945     PEG    -0.06158707
8267     PEG    -0.02468133
8632     PEG    -0.04545679
9904     PEG     0.00509969
10253    PEG    -0.03197695
10467    PEG    -0.02023337
11463    PEG    -0.05968358
12291    PEG    -0.01880933
13098    PEG    -0.01800419
13979    PEG     0.04953301
14121    PEG    -0.02405776
14361    PEG    -0.02728493
14545    PEG     0.00302986
14821    PEG    -0.00021718
14990    PEG    -0.00819147
15994    PEG    -0.02391811
17415    PEG    -0.00871365
17583    PEG    -0.01193695
17811    PEG    -0.02804930
18147    PEG     0.00221484
18958    PEG    -0.01684042
19553    PEG     0.02976342
19872    PEG    -0.02185382
20590    PEG    -0.00175554
21669    PEG     0.01646414

PEP
      ticker  signal_return
873      PEP    -0.00284057
1053     PEP    -0.00845744
2553     PEP    -0.02550870
2791     PEP    -0.01006570
3460     PEP    -0.00429954
3627     PEP    -0.00351288
3762     PEP    -0.01053677
3944     PEP    -0.00725350
4169     PEP     0.00780568
4443     PEP    -0.01297685
4560     PEP    -0.00360604
4974     PEP    -0.01292907
5962     PEP    -0.00752530
6937     PEP     0.00278279
7093     PEP    -0.00488302
7347     PEP    -0.00959594
8593     PEP    -0.01687465
9841     PEP    -0.00819677
11236    PEP     0.00824726
11771    PEP    -0.01190748
12319    PEP     0.02328440
13706    PEP     0.02126068
14655    PEP    -0.00019743
15048    PEP     0.01190663
15177    PEP    -0.01254505
15777    PEP    -0.04020835
16727    PEP     0.02202589
16905    PEP    -0.00904818
18959    PEP     0.01591287
19342    PEP    -0.03101949
20373    PEP     0.02302140
20644    PEP    -0.00281526
20950    PEP     0.00815673
21099    PEP    -0.00329578
21238    PEP    -0.00017606
21980    PEP     0.02844934

PFE
      ticker  signal_return
569      PFE     0.02649162
917      PFE    -0.00032005
1126     PFE     0.00888331
2383     PFE    -0.03120067
2702     PFE    -0.01262643
2950     PFE     0.00711087
3535     PFE    -0.03294105
3875     PFE    -0.00107359
5027     PFE    -0.01858244
5308     PFE     0.02326506
7348     PFE     0.01816204
7563     PFE    -0.03305035
8579     PFE     0.00961686
9202     PFE    -0.00142755
10776    PFE     0.00170892
11116    PFE     0.00946292
11772    PFE    -0.00279720
13707    PFE    -0.00689092
14088    PFE    -0.00447274
15139    PFE     0.01895193
15434    PFE    -0.00694552
15656    PFE     0.00296297
15923    PFE     0.02545858
16193    PFE    -0.01313554
16704    PFE     0.01617436
16927    PFE    -0.00570421
17225    PFE    -0.05745027
17812    PFE     0.00470312
18064    PFE    -0.00985524
18294    PFE     0.01337000
18447    PFE     0.00779913
18654    PFE     0.04284759
20406    PFE     0.01627977
20591    PFE     0.00756037
21907    PFE     0.00560051
22355    PFE    -0.03284062

PFG
      ticker  signal_return
570      PFG     0.02873950
1209     PFG     0.01520865
1375     PFG     0.00258835
2309     PFG     0.03067589
2554     PFG    -0.03162132
4270     PFG     0.01981315
4561     PFG     0.00818613
4810     PFG     0.01053874
5564     PFG     0.03329277
5713     PFG    -0.01299339
6488     PFG    -0.01392609
8162     PFG    -0.02151943
8452     PFG    -0.05634126
9923     PFG    -0.00969866
11016    PFG     0.01909670
11193    PFG     0.01209334
11402    PFG    -0.01415452
11820    PFG     0.00926982
11888    PFG    -0.00482333
12695    PFG    -0.06316635
13124    PFG     0.03167025
13447    PFG     0.09980989
13880    PFG    -0.03051405
14053    PFG    -0.02561716
15400    PFG     0.03924804
15995    PFG    -0.00202863
16396    PFG    -0.07968713
16494    PFG    -0.02885883
17203    PFG     0.01172596
17325    PFG    -0.01244611
17560    PFG     0.02669636
17965    PFG     0.03261481
18090    PFG     0.01445530
18602    PFG    -0.00430350
18960    PFG    -0.00155615
19396    PFG    -0.00050458
20326    PFG     0.00530079
20718    PFG    -0.00780005
20977    PFG    -0.03196981
21530    PFG    -0.01157331
22438    PFG    -0.00796573

PG
      ticker  signal_return
874       PG     0.00036894
1054      PG     0.00829780
1210      PG     0.00414226
1420      PG    -0.01867225
2116      PG    -0.00212248
2310      PG     0.01766534
2468      PG    -0.00896517
3477      PG    -0.00628894
3763      PG    -0.01506345
4674      PG    -0.00341146
5309      PG    -0.03582245
5445      PG     0.01171316
5591      PG    -0.00300644
6015      PG    -0.00437224
6687      PG     0.02447492
6884      PG     0.02341339
7058      PG    -0.01936779
7408      PG    -0.00055307
7767      PG     0.01574496
8374      PG     0.00626307
8972      PG     0.01009188
9608      PG    -0.00686430
10020     PG     0.01232207
10647     PG     0.00390816
11194     PG     0.00026181
11503     PG     0.04441497
12430     PG    -0.00847407
13164     PG    -0.00100452
14009     PG    -0.00601635
14200     PG    -0.01401693
14546     PG    -0.02106105
15401     PG    -0.04582267
16397     PG     0.00544767
16728     PG     0.00362171
17226     PG    -0.00755071
17561     PG     0.00465355
17986     PG    -0.00857696
18091     PG     0.00278164
18426     PG    -0.01924145
18961     PG    -0.00132506
19113     PG    -0.01296438
19914     PG    -0.00838266
20274     PG     0.02362753
20498     PG    -0.00656673
21576     PG     0.00621979
21936     PG    -0.01146310

PGR
      ticker  signal_return
191      PGR     0.02037485
1328     PGR     0.01079924
2027     PGR    -0.01044295
2281     PGR     0.01785667
2555     PGR    -0.02578251
3828     PGR    -0.01451638
4011     PGR    -0.00670482
4562     PGR    -0.01138383
5047     PGR    -0.00660068
5234     PGR     0.02076786
6227     PGR    -0.02566775
6688     PGR     0.02065873
6885     PGR     0.01610220
7094     PGR    -0.00257875
7245     PGR    -0.00918280
8633     PGR    -0.01639992
9137     PGR    -0.01612347
10232    PGR     0.01921767
10400    PGR    -0.02203359
10648    PGR     0.02826682
10869    PGR    -0.02492442
11504    PGR    -0.06366979
12196    PGR    -0.00938093
12292    PGR     0.01616628
12499    PGR    -0.01348335
13599    PGR     0.00566763
14304    PGR     0.00880786
14455    PGR     0.01402462
14739    PGR     0.03324486
15110    PGR    -0.03004088
16288    PGR    -0.00878024
17304    PGR    -0.00440594
17813    PGR     0.00352734
18993    PGR    -0.00816331
19254    PGR    -0.00417786
19467    PGR     0.03568181
19598    PGR     0.00422001
19798    PGR     0.00608746
20014    PGR    -0.00395805
20296    PGR     0.02387625
20499    PGR     0.00640125
20719    PGR    -0.01414522
20951    PGR    -0.00900456
21908    PGR     0.01590778
22082    PGR     0.01898124
22391    PGR     0.03057650

PH
      ticker  signal_return
192       PH     0.01430376
286       PH    -0.02720441
674       PH     0.03505144
875       PH    -0.00137469
1262      PH     0.00855104
1562      PH    -0.01774529
1756      PH     0.03365664
1898      PH    -0.00974629
2556      PH    -0.05923487
3812      PH    -0.01998076
4326      PH    -0.00448449
5235      PH     0.02337278
5392      PH    -0.03268676
6489      PH    -0.03563639
6737      PH     0.02751547
6938      PH     0.01107480
7161      PH     0.01755031
8194      PH    -0.01686687
8403      PH    -0.02238364
9842      PH     0.00448467
10542     PH     0.00025937
10685     PH    -0.00256876
10922     PH     0.02091862
11237     PH    -0.04254803
11652     PH    -0.01520163
12011     PH     0.01917980
13528     PH     0.01706265
13796     PH    -0.00147635
14362     PH    -0.01539472
14456     PH     0.01847606
14740     PH     0.00616614
15326     PH     0.00254688
15582     PH    -0.05105924
16495     PH    -0.03187262
17277     PH     0.03834415
17416     PH    -0.00040292
18197     PH    -0.02769334
18885     PH     0.04337708
19343     PH    -0.01107384
19859     PH    -0.02597549
20015     PH    -0.02759778
20327     PH     0.02051487
20720     PH    -0.00499859
20952     PH    -0.01280250
21460     PH    -0.03592389

PHM
      ticker  signal_return
1444     PHM    -0.03217436
1820     PHM     0.03293711
2936     PHM    -0.02912595
4414     PHM    -0.03419136
4811     PHM    -0.02319374
5267     PHM     0.03022054
6426     PHM    -0.06750507
7002     PHM     0.04697537
7162     PHM     0.00748366
8061     PHM    -0.06266444
9521     PHM     0.03412605
10105    PHM    -0.01416458
11403    PHM     0.00793470
11821    PHM    -0.05102885
12394    PHM     0.01107431
13148    PHM    -0.03376573
13529    PHM     0.00929087
14656    PHM     0.01349548
15435    PHM     0.00000000
16760    PHM     0.01983208
17037    PHM     0.00971555
17944    PHM    -0.03063027
18498    PHM    -0.00322581
18752    PHM    -0.03706146
19960    PHM     0.05592855
20625    PHM     0.01615834
20797    PHM     0.02084647
21285    PHM    -0.04366025

PKG
      ticker  signal_return
123      PKG    -0.03160458
757      PKG     0.00243250
998      PKG    -0.05764362
2097     PKG     0.00525017
2282     PKG    -0.03630051
2733     PKG     0.00373988
3035     PKG    -0.02040054
4635     PKG    -0.00602201
4812     PKG    -0.04501822
5114     PKG    -0.01946203
5464     PKG    -0.02418665
6192     PKG    -0.01263441
6427     PKG    -0.02583199
6799     PKG     0.01646702
7035     PKG    -0.01242082
7310     PKG     0.03022099
7527     PKG    -0.01111841
7768     PKG    -0.00214552
8245     PKG    -0.06221859
8669     PKG     0.01615544
9479     PKG     0.01019377
10187    PKG    -0.00834656
10427    PKG     0.03113692
10706    PKG    -0.05621469
10955    PKG    -0.00112915
11341    PKG     0.01275650
12012    PKG    -0.00392671
13206    PKG    -0.04564900
13600    PKG    -0.00377036
13922    PKG    -0.01620589
14281    PKG     0.02017170
14991    PKG    -0.02183493
15275    PKG     0.01494364
15463    PKG     0.03084285
15996    PKG     0.02728304
16143    PKG    -0.04666340
16928    PKG     0.02719201
17359    PKG     0.01223974
17484    PKG     0.01343332
17584    PKG     0.00389864
17711    PKG    -0.00947993
17997    PKG    -0.01259570
18360    PKG    -0.00831480
19030    PKG     0.00371532
19961    PKG     0.00108542
21531    PKG     0.00278940
21705    PKG     0.00117348
21830    PKG    -0.02929348
22212    PKG    -0.00221399
22392    PKG     0.03059696
22544    PKG     0.02534551

PKI
      ticker  signal_return
52       PKI     0.01775967
1600     PKI    -0.01372670
1783     PKI     0.01731962
1976     PKI     0.01570713
2442     PKI    -0.02715932
3764     PKI    -0.04205522
4327     PKI    -0.00773034
4869     PKI    -0.03479529
6193     PKI    -0.00767178
6428     PKI     0.02731820
7246     PKI     0.00110241
9090     PKI     0.04434374
9247     PKI    -0.00411886
9668     PKI    -0.03485348
9924     PKI    -0.00918728
10326    PKI     0.00240986
11060    PKI    -0.04022693
11384    PKI     0.00540596
11653    PKI    -0.03642753
12073    PKI    -0.05151824
12500    PKI     0.04261681
12932    PKI    -0.02513597
13331    PKI    -0.03958870
13601    PKI     0.03801109
14122    PKI    -0.02623625
15111    PKI    -0.00677698
15365    PKI     0.00155733
15722    PKI     0.00404859
15997    PKI    -0.01158594
17204    PKI    -0.03704459
18499    PKI     0.01258868
20328    PKI     0.02308144
20953    PKI     0.00649068
21461    PKI     0.01673891
21706    PKI     0.01258284
22158    PKI     0.02567455
22545    PKI     0.00544800

PLD
      ticker  signal_return
571      PLD     0.00374486
845      PLD    -0.00859006
1518     PLD     0.02168694
2631     PLD     0.03109317
3036     PLD    -0.02873722
4328     PLD    -0.02968004
5363     PLD    -0.00298359
5872     PLD     0.00182256
6016     PLD    -0.00000000
6856     PLD    -0.00577897
7349     PLD     0.01277519
7855     PLD     0.00620620
8031     PLD    -0.01114534
8305     PLD     0.02451962
8973     PLD    -0.02504603
9648     PLD    -0.00074599
10428    PLD     0.02146117
11355    PLD     0.02662347
11822    PLD    -0.01335352
12320    PLD     0.02174761
13332    PLD    -0.02368899
13734    PLD     0.02709777
14282    PLD    -0.04829471
14822    PLD    -0.01524241
14992    PLD     0.00636655
15327    PLD     0.00156024
15583    PLD    -0.00261210
15704    PLD     0.02864668
15864    PLD    -0.03276210
16113    PLD     0.03806964
16929    PLD     0.01596296
17067    PLD     0.03587158
17227    PLD    -0.01587335
17998    PLD    -0.01777166
18226    PLD    -0.01972062
18753    PLD     0.04715797
18994    PLD    -0.05433953
19757    PLD    -0.02811771
21195    PLD     0.03087346
22254    PLD     0.00438559
22412    PLD     0.02173999

PM
      ticker  signal_return
1055      PM    -0.00429445
1263      PM    -0.04947451
2098      PM    -0.00916221
2350      PM     0.04210093
2557      PM    -0.04436525
3478      PM     0.00665876
3765      PM     0.00422734
3928      PM    -0.01026009
4135      PM     0.01121293
4497      PM     0.01560268
5268      PM    -0.00347993
6575      PM     0.02367110
6857      PM    -0.01004920
7702      PM    -0.03517663
9012      PM     0.01730984
9274      PM    -0.02503900
9423      PM    -0.01673530
9843      PM    -0.01919445
11773     PM    -0.01846518
12266     PM     0.03963621
13187     PM    -0.00023333
13333     PM    -0.01704234
14010     PM    -0.00512365
14322     PM     0.00251793
14519     PM     0.03766884
14741     PM     0.00935597
14993     PM     0.01406210
15154     PM    -0.00833752
16398     PM    -0.00176800
16824     PM    -0.00368253
18198     PM    -0.00427596
18886     PM     0.07058396
19962     PM     0.00364755
20153     PM     0.03899110
20457     PM     0.04747548
20645     PM     0.01091416
20895     PM     0.02657580
21026     PM    -0.00609839
21286     PM    -0.02069373
21981     PM     0.03159004
22255     PM    -0.01380701

PNC
      ticker  signal_return
437      PNC    -0.02793069
1329     PNC     0.00808981
1874     PNC    -0.01728406
2028     PNC     0.00719408
2198     PNC     0.00123487
3217     PNC     0.00305200
4415     PNC    -0.00930767
4636     PNC    -0.00123091
4870     PNC    -0.02430089
5336     PNC     0.00707234
6557     PNC    -0.03798721
6971     PNC    -0.00624257
7564     PNC    -0.02742978
7769     PNC     0.00162276
8163     PNC    -0.04775693
8911     PNC     0.01685553
9044     PNC    -0.01838172
10136    PNC     0.01959741
10840    PNC    -0.00201776
11654    PNC     0.01144364
12696    PNC    -0.03071914
12990    PNC    -0.01558527
13530    PNC     0.02151108
14283    PNC    -0.05778364
15436    PNC     0.01414611
15998    PNC    -0.00244119
16496    PNC     0.00185174
17605    PNC     0.01758783
18199    PNC    -0.01253452
18401    PNC     0.02883781
18603    PNC    -0.00556929
18810    PNC     0.11455052
19095    PNC     0.01320359
19344    PNC     0.01952397
19653    PNC    -0.00859105
19834    PNC    -0.04363871
20056    PNC    -0.01340858
20329    PNC     0.02484551
20721    PNC    -0.02554318

PNR
      ticker  signal_return
228      PNR     0.00746102
846      PNR     0.01207618
1023     PNR    -0.00161515
1211     PNR     0.00970327
1601     PNR     0.01647438
1713     PNR     0.03017018
2792     PNR     0.01443977
2917     PNR     0.02146905
3084     PNR    -0.05147146
3660     PNR     0.01485636
4837     PNR     0.01994728
5310     PNR    -0.03797731
6350     PNR     0.01461521
8765     PNR    -0.02319807
9499     PNR    -0.03507422
10574    PNR    -0.05347750
11061    PNR    -0.02454730
11655    PNR     0.01876161
11960    PNR    -0.01903340
12631    PNR    -0.02564243
13165    PNR     0.03157105
13448    PNR     0.05755278
13881    PNR    -0.05564529
14520    PNR    -0.02790137
14823    PNR    -0.02179308
15276    PNR     0.03043013
15497    PNR     0.01386985
16874    PNR    -0.01728693
17154    PNR    -0.02267959
17305    PNR     0.01643788
17417    PNR    -0.02318110
18500    PNR     0.01804452
18714    PNR    -0.06079916
20016    PNR    -0.05652734
20954    PNR    -0.02863115
21412    PNR     0.01661480
21707    PNR    -0.02731535

PNW
      ticker  signal_return
758      PNW     0.01191827
1954     PNW    -0.00898925
2416     PNW    -0.00480113
2703     PNW     0.01072694
2847     PNW     0.00308055
2978     PNW    -0.02935756
3603     PNW    -0.00656555
3717     PNW    -0.04307858
4763     PNW    -0.01498025
5393     PNW    -0.02349038
6535     PNW     0.01030583
6706     PNW     0.05311864
6939     PNW    -0.01748380
7409     PNW     0.04135957
7770     PNW     0.03962645
8224     PNW     0.01100060
8912     PNW     0.01216404
9669     PNW     0.01030423
9801     PNW    -0.03948321
10137    PNW     0.01099200
10275    PNW    -0.02458497
10468    PNW    -0.03507295
11117    PNW    -0.00128624
11356    PNW     0.02039926
12267    PNW     0.01298916
14011    PNW     0.03278496
14384    PNW    -0.02394806
14742    PNW     0.01069969
14994    PNW    -0.00470020
16114    PNW     0.01272232
16313    PNW     0.00218327
16586    PNW     0.04243323
17640    PNW    -0.03061329
17814    PNW    -0.03115268
18148    PNW     0.00137080
19583    PNW    -0.01326399
20247    PNW    -0.00728112
20500    PNW     0.02988615
20755    PNW    -0.02984569
21239    PNW    -0.00058586
21462    PNW    -0.01183036
22030    PNW     0.02952286
22256    PNW    -0.01388206

PPG
      ticker  signal_return
193      PPG    -0.01907111
627      PPG     0.02819953
847      PPG     0.00455207
1563     PPG    -0.02659631
1932     PPG    -0.00100229
2558     PPG    -0.03914025
2937     PPG     0.03265118
4170     PPG     0.01063971
4384     PPG    -0.00322581
4764     PPG    -0.01606942
6194     PPG     0.00861576
6429     PPG    -0.01995751
6972     PPG    -0.00418167
7163     PPG     0.03255772
7410     PPG     0.01824943
7629     PPG    -0.04083307
7771     PPG     0.01997450
8670     PPG     0.00164880
8913     PPG    -0.02302278
10233    PPG     0.00694196
10923    PPG     0.01199289
11564    PPG     0.04799445
11997    PPG     0.02533491
12879    PPG     0.01064851
13531    PPG     0.01779519
14201    PPG    -0.04333084
14547    PPG     0.02429035
14743    PPG     0.02345415
15049    PPG     0.00160729
15277    PPG     0.01597950
16497    PPG    -0.01727425
17815    PPG     0.00646543
18246    PPG     0.01212917
19925    PPG     0.01769958
20458    PPG     0.00078117
20819    PPG    -0.02646335

PPL
      ticker  signal_return
528      PPL    -0.03325880
2704     PPL     0.01690900
2979     PPL    -0.00222977
3141     PPL     0.00062112
3331     PPL    -0.00822048
3829     PPL    -0.00410077
4150     PPL     0.00633096
4736     PPL    -0.03205125
5394     PPL    -0.04169825
6707     PPL     0.01346532
6940     PPL    -0.01467154
7905     PPL    -0.01717834
8878     PPL     0.06005202
9027     PPL    -0.08102214
9925     PPL    -0.00143575
10164    PPL     0.00666225
10429    PPL     0.00573648
11314    PPL     0.03043449
11464    PPL    -0.06807863
12142    PPL    -0.00179372
12242    PPL     0.01678238
12395    PPL    -0.02801467
14012    PPL     0.03089266
14744    PPL     0.00351399
15050    PPL    -0.00372044
15645    PPL     0.00234406
15824    PPL    -0.02630017
16115    PPL     0.01023748
16329    PPL    -0.08161905
17344    PPL     0.03594883
17641    PPL    -0.01666705
17816    PPL    -0.04249766
18149    PPL     0.02181681
19612    PPL    -0.00986659
20138    PPL     0.01983068
20330    PPL     0.00836125
20526    PPL     0.01453474
20955    PPL     0.01985576
21302    PPL     0.00157356
21670    PPL     0.00259808
21982    PPL     0.01822374

PRAEST
       ticker  signal_return
53     PRAEST     0.02269218
229    PRAEST     0.01648762
304    PRAEST     0.01942930
438    PRAEST     0.03360018
572    PRAEST     0.01586169
800    PRAEST     0.02173893
975    PRAEST     0.02664032
1115   PRAEST     0.02079228
1283   PRAEST     0.02377996
1463   PRAEST     0.02863774
1582   PRAEST     0.03168762
1662   PRAEST     0.02557800
1850   PRAEST     0.00924956
1977   PRAEST     0.02362686
2140   PRAEST     0.02679053
2311   PRAEST     0.02670100
2469   PRAEST     0.02562554
2705   PRAEST     0.02870265
2848   PRAEST     0.02197872
2980   PRAEST     0.03313138
3128   PRAEST     0.02869186
3218   PRAEST     0.03275803
3320   PRAEST     0.02711330
3439   PRAEST     0.03871988
3549   PRAEST     0.03047741
3671   PRAEST     0.02573930
3842   PRAEST     0.03904132
3978   PRAEST     0.03381958
4083   PRAEST     0.02663973
4193   PRAEST     0.03408739
...       ...            ...
18227  PRAEST     0.04871963
18344  PRAEST     0.03806665
18470  PRAEST     0.05161651
18685  PRAEST     0.03959761
18887  PRAEST     0.04977776
19096  PRAEST     0.05352045
19255  PRAEST     0.05358231
19468  PRAEST     0.04918546
19599  PRAEST     0.04863518
19686  PRAEST     0.05137811
19758  PRAEST     0.04887765
19846  PRAEST     0.04978468
19926  PRAEST     0.04631085
20113  PRAEST     0.04391159
20248  PRAEST     0.04663450
20428  PRAEST     0.05342714
20626  PRAEST     0.05161658
20798  PRAEST     0.04661459
20956  PRAEST     0.04688877
21052  PRAEST     0.04242066
21137  PRAEST     0.05494414
21222  PRAEST     0.05001388
21357  PRAEST     0.04485278
21552  PRAEST     0.04777643
21724  PRAEST     0.05698023
21909  PRAEST     0.05032770
22107  PRAEST     0.05015689
22297  PRAEST     0.04737850
22456  PRAEST     0.05963484
22629  PRAEST     0.04786409

[155 rows x 2 columns]

PRGO
      ticker  signal_return
517     PRGO     0.00228833
955     PRGO     0.05158696
1090    PRGO     0.02902019
1330    PRGO     0.00630061
2029    PRGO    -0.00209039
2632    PRGO    -0.02873200
2938    PRGO     0.02418959
3510    PRGO     0.01579127
3907    PRGO    -0.00542379
4975    PRGO    -0.05008467
6800    PRGO    -0.05635294
7773    PRGO     0.00671083
8558    PRGO    -0.02702416
9112    PRGO    -0.03877554
9338    PRGO     0.04124037
10687   PRGO    -0.03466287
11465   PRGO    -0.09891965
11774   PRGO    -0.02541361
12013   PRGO     0.07921100
12397   PRGO    -0.11579478
14202   PRGO    -0.02429966
14335   PRGO     0.00848436
15498   PRGO     0.22737582
15723   PRGO     0.04459937
17360   PRGO    -0.04033816
18655   PRGO    -0.00921335
19835   PRGO     0.01827067
19927   PRGO    -0.01244268
20780   PRGO     0.01832586
21002   PRGO    -0.01104662
21138   PRGO    -0.03507574

PRU
      ticker  signal_return
918      PRU    -0.01450095
1074     PRU     0.06124244
1331     PRU    -0.01022626
1714     PRU     0.02010777
2351     PRU    -0.00035556
2559     PRU    -0.02867141
3536     PRU    -0.04275287
4271     PRU     0.00870308
4564     PRU    -0.01435351
4871     PRU    -0.01975455
5963     PRU    -0.03626007
6351     PRU     0.05624170
7888     PRU    -0.01121261
8164     PRU    -0.01272967
8405     PRU    -0.03697515
8523     PRU    -0.04389745
9686     PRU     0.03018479
10072    PRU     0.04010901
10401    PRU    -0.04414371
11657    PRU    -0.00530964
12632    PRU     0.01517480
13449    PRU     0.06860293
13797    PRU     0.03317943
14203    PRU    -0.00173543
15279    PRU     0.04035204
15499    PRU    -0.02468005
16587    PRU    -0.02668397
17562    PRU     0.01985590
17900    PRU    -0.00386077
18044    PRU     0.03773579
18754    PRU     0.12020309
19031    PRU     0.02600692
19345    PRU     0.03923197
20275    PRU     0.03374470
20722    PRU    -0.02427757

PSA
      ticker  signal_return
194      PSA    -0.02049477
495      PSA     0.02202279
848      PSA    -0.03070890
1296     PSA     0.00233206
1498     PSA    -0.02805638
2657     PSA     0.03374553
2814     PSA     0.00448337
2981     PSA    -0.00861690
3479     PSA    -0.00274637
3604     PSA     0.01121140
3766     PSA    -0.02112126
5141     PSA     0.00721529
5565     PSA    -0.01919685
5873     PSA     0.00676658
6017     PSA    -0.01438699
6708     PSA     0.04114141
7036     PSA    -0.01025869
8008     PSA     0.03895532
8226     PSA     0.01052538
10188    PSA    -0.01815730
10469    PSA    -0.01952281
10842    PSA     0.00453538
11169    PSA     0.01753710
11405    PSA     0.01290160
12126    PSA     0.00447635
12293    PSA     0.03808000
12464    PSA     0.00308616
12880    PSA     0.01417987
12991    PSA     0.01263020
13149    PSA     0.00620337
14204    PSA    -0.03939203
14685    PSA     0.01736784
14995    PSA    -0.00240718
16274    PSA    -0.01251999
17244    PSA     0.01076825
17445    PSA     0.00453695
17818    PSA     0.00851453
18150    PSA     0.01392134
18604    PSA    -0.00743827
19719    PSA     0.01461307
21287    PSA    -0.02062740
21553    PSA     0.00541150

PSX
      ticker  signal_return
628      PSX     0.01610238
1127     PSX     0.03544447
1464     PSX    -0.00557742
1715     PSX     0.01529205
1933     PSX    -0.00337663
2058     PSX    -0.03569947
3142     PSX    -0.01982013
3427     PSX    -0.04972733
3642     PSX     0.02689015
4221     PSX    -0.01787347
4637     PSX    -0.05316907
5566     PSX    -0.00184928
5733     PSX    -0.02436598
6195     PSX     0.00591979
6490     PSX     0.00962869
7691     PSX    -0.09014315
8124     PSX    -0.07439829
8672     PSX     0.03475823
8814     PSX    -0.02416463
9500     PSX     0.00098814
10649    PSX     0.01410767
11063    PSX    -0.02522656
11775    PSX    -0.09840082
12197    PSX    -0.01297097
12501    PSX     0.09478530
13450    PSX     0.03627746
14484    PSX     0.01781367
14825    PSX    -0.00362730
16761    PSX    -0.03102051
17754    PSX    -0.01231326
18045    PSX    -0.00123244
19057    PSX     0.01399952
19469    PSX    -0.00680392
20114    PSX     0.03833897
20849    PSX    -0.03641877
21303    PSX    -0.02792208
22439    PSX    -0.01348503

PULCHE
       ticker  signal_return
54     PULCHE     0.01893802
230    PULCHE     0.02913597
305    PULCHE     0.02065685
405    PULCHE     0.01763763
573    PULCHE     0.02504053
801    PULCHE     0.01868976
976    PULCHE     0.02120591
1116   PULCHE     0.02359094
1284   PULCHE     0.02610757
1465   PULCHE     0.01379761
1564   PULCHE     0.02583928
1653   PULCHE     0.02008246
1851   PULCHE     0.02474025
1978   PULCHE     0.02084426
2167   PULCHE     0.02681867
2352   PULCHE     0.01372248
2560   PULCHE     0.02652288
2734   PULCHE     0.02744169
2870   PULCHE     0.04093947
2991   PULCHE     0.02725418
3143   PULCHE     0.02801493
3242   PULCHE     0.03842394
3332   PULCHE     0.02780691
3461   PULCHE     0.03629623
3570   PULCHE     0.02833576
3684   PULCHE     0.03339177
3858   PULCHE     0.03086729
3998   PULCHE     0.02527064
4084   PULCHE     0.02605996
4194   PULCHE     0.03666253
...       ...            ...
18267  PULCHE     0.04764119
18382  PULCHE     0.05578604
18558  PULCHE     0.04904265
18755  PULCHE     0.05526297
18995  PULCHE     0.05751093
19180  PULCHE     0.05257712
19346  PULCHE     0.04297426
19554  PULCHE     0.04185185
19632  PULCHE     0.04437582
19705  PULCHE     0.05005223
19799  PULCHE     0.03669983
19873  PULCHE     0.05163560
20017  PULCHE     0.03690636
20154  PULCHE     0.04951734
20297  PULCHE     0.04715523
20501  PULCHE     0.04358032
20723  PULCHE     0.05742797
20850  PULCHE     0.04915300
20992  PULCHE     0.05393611
21087  PULCHE     0.05138654
21164  PULCHE     0.04798750
21240  PULCHE     0.04677726
21379  PULCHE     0.03920327
21577  PULCHE     0.04459130
21746  PULCHE     0.05170583
21910  PULCHE     0.05692531
22083  PULCHE     0.05619466
22290  PULCHE     0.04746527
22440  PULCHE     0.05378916
22600  PULCHE     0.05502921

[156 rows x 2 columns]

PVH
      ticker  signal_return
277      PVH     0.01854246
1162     PVH    -0.01633185
1445     PVH    -0.01785494
1955     PVH    -0.02641103
2225     PVH     0.02155537
2561     PVH    -0.03530720
3843     PVH     0.01570814
3979     PVH     0.00585280
4458     PVH     0.01290450
4638     PVH    -0.01985539
4949     PVH     0.01183764
5337     PVH    -0.05903648
5753     PVH    -0.01990389
7946     PVH    -0.09112044
8195     PVH    -0.01041022
8495     PVH     0.02460847
9013     PVH     0.01654765
10040    PVH     0.03014156
10601    PVH    -0.03638965
11776    PVH    -0.10286089
12030    PVH     0.03316185
12349    PVH     0.05408463
12768    PVH    -0.06685613
13020    PVH     0.07255256
13125    PVH     0.03854351
13532    PVH     0.03794493
14412    PVH     0.06278465
14549    PVH     0.01741581
14686    PVH     0.03015078
14910    PVH     0.05267637
16330    PVH    -0.16796866
17395    PVH     0.03764773
17534    PVH    -0.01499085
18247    PVH    -0.03263194
18756    PVH    -0.08770781
19590    PVH     0.07816152
19678    PVH     0.00132890
19860    PVH    -0.03184667
20187    PVH    -0.02870364
21053    PVH     0.05016633
22084    PVH    -0.00958024
22630    PVH     0.04227688

PWR
      ticker  signal_return
629      PWR     0.02109710
938      PWR     0.01797652
1833     PWR     0.00416334
2059     PWR    -0.01361858
2815     PWR     0.06405541
3037     PWR     0.00222841
3876     PWR    -0.00205429
4025     PWR     0.00030298
5593     PWR    -0.02642126
6431     PWR     0.02106003
7440     PWR    -0.03109059
7679     PWR    -0.03651521
9414     PWR    -0.03188873
9937     PWR    -0.02791505
10379    PWR    -0.05335499
11017    PWR    -0.02270328
11270    PWR    -0.07620752
11777    PWR    -0.09832627
12294    PWR    -0.03872802
13533    PWR     0.04818253
14485    PWR     0.03522143
14657    PWR     0.00486404
15403    PWR     0.03181696
15585    PWR    -0.04505077
16588    PWR    -0.05899834
16825    PWR     0.04012455
17155    PWR    -0.01638741
17486    PWR     0.00305577
18025    PWR     0.03724417
18228    PWR    -0.02479759
18888    PWR     0.04896083
19291    PWR     0.02518435
19524    PWR     0.00738011
19963    PWR    -0.04147934
20502    PWR    -0.03034934
21241    PWR    -0.01085105
21767    PWR     0.08100842
22159    PWR    -0.02384902

PX
      ticker  signal_return
124       PX    -0.01119077
675       PX     0.00239827
1834      PX     0.00410106
2030      PX     0.01508461
2562      PX    -0.04953057
4222      PX     0.00301821
5312      PX     0.00862142
5964      PX    -0.01281972
6196      PX     0.00709817
6352      PX    -0.00311042
7856      PX     0.00000000
8422      PX    -0.02568620
9789      PX    -0.02918633
10688     PX    -0.02214930
10924     PX     0.00017333
11658     PX     0.02253354
12523     PX     0.00557203
13207     PX    -0.01533077
13534     PX    -0.02024566
14550     PX     0.02110128
14826     PX    -0.01227446
15051     PX    -0.01506950
15328     PX     0.02797504
16589     PX    -0.04092291
16930     PX    -0.00567726
17446     PX     0.00968332
18782     PX    -0.02883781
19256     PX    -0.01996082
19555     PX    -0.01160680
21413     PX     0.01572803
21671     PX     0.02169147
21802     PX    -0.00378452
22031     PX     0.01366593

PXD
      ticker  signal_return
55       PXD     0.00647182
355      PXD    -0.01247073
574      PXD    -0.03281814
2060     PXD    -0.02305312
2900     PXD     0.03902517
3908     PXD    -0.01641644
4171     PXD     0.02286298
4385     PXD     0.03597768
4601     PXD    -0.00790173
5492     PXD    -0.02896612
5800     PXD    -0.02326731
6197     PXD     0.02194379
6353     PXD     0.00044954
7411     PXD     0.00160710
7607     PXD     0.00903825
8936     PXD    -0.06245901
9184     PXD     0.00055011
9303     PXD     0.00920055
9415     PXD    -0.03973657
10006    PXD    -0.00000000
10297    PXD     0.02442455
10544    PXD     0.00980185
10843    PXD     0.03353842
11065    PXD    -0.01633890
11659    PXD    -0.01931623
12144    PXD     0.00366342
12295    PXD    -0.02288199
12633    PXD    -0.00624493
13233    PXD    -0.00247056
13642    PXD     0.01679069
14658    PXD     0.04313106
15404    PXD     0.08312660
15586    PXD    -0.06964082
17326    PXD     0.04860877
17462    PXD     0.00155176
17727    PXD    -0.06584573
18268    PXD    -0.04747660
20331    PXD    -0.01730271
21609    PXD     0.00564840
22484    PXD     0.02091070

PYPL
      ticker  signal_return
12584   PYPL    -0.01059937
13535   PYPL     0.00787883
13883   PYPL    -0.01242252
14436   PYPL     0.02178509
14881   PYPL    -0.03992101
16236   PYPL    -0.00542448
16348   PYPL     0.02577173
17901   PYPL    -0.00836208
18448   PYPL    -0.05565398
19347   PYPL    -0.03258787
20592   PYPL    -0.00092915
21380   PYPL     0.08548850
21610   PYPL     0.00345986
21768   PYPL    -0.01497397
22032   PYPL     0.04050069
22257   PYPL    -0.00224467

QCOM
      ticker  signal_return
1212    QCOM     0.00685653
1376    QCOM     0.01130414
1934    QCOM    -0.00770639
2168    QCOM     0.01808800
2735    QCOM    -0.00616921
3085    QCOM    -0.01795239
3201    QCOM     0.01423010
3387    QCOM    -0.01522138
4872    QCOM    -0.01731160
5115    QCOM    -0.07935812
5171    QCOM     0.03271981
5338    QCOM    -0.01816618
6432    QCOM    -0.01684690
6858    QCOM    -0.12535847
8423    QCOM    -0.06474458
10430   QCOM     0.03821128
11566   QCOM     0.04749425
12659   QCOM    -0.02913858
12827   QCOM    -0.02265802
13151   QCOM    -0.04038628
13602   QCOM     0.00119963
13980   QCOM    -0.04639487
14364   QCOM    -0.00019503
14458   QCOM     0.00669411
15924   QCOM     0.02320626
17038   QCOM     0.04086871
17487   QCOM    -0.00636539
18065   QCOM     0.00133343
19915   QCOM     0.14780950
20115   QCOM     0.00299907
21983   QCOM    -0.02341270

QRVO
      ticker  signal_return
9138    QRVO    -0.03603420
9994    QRVO    -0.05777135
10380   QRVO    -0.10496833
11066   QRVO     0.19550502
11239   QRVO     0.02203541
11660   QRVO    -0.10977166
12075   QRVO    -0.03454104
12917   QRVO     0.01299507
13709   QRVO     0.06521549
14284   QRVO    -0.19226329
14890   QRVO    -0.01009913
16059   QRVO     0.07213331
16399   QRVO    -0.05320966
16931   QRVO     0.01323192
17156   QRVO    -0.13378082
18783   QRVO    -0.04666238
19525   QRVO    -0.03736117
19889   QRVO     0.07909323
20092   QRVO     0.00108822
20249   QRVO     0.01454626
20957   QRVO    -0.03572863
21196   QRVO    -0.03219651
21865   QRVO     0.04838286

RCL
      ticker  signal_return
195      RCL    -0.02697643
802      RCL    -0.00734688
1056     RCL    -0.01059186
1213     RCL    -0.00297517
1377     RCL    -0.01067585
1716     RCL     0.05225394
2099     RCL     0.00952871
2443     RCL    -0.00413998
2706     RCL    -0.01804013
2918     RCL    -0.02673956
3243     RCL    -0.03419296
3388     RCL    -0.06154941
4386     RCL    -0.05055228
5172     RCL    -0.01514046
5526     RCL    -0.00078511
5643     RCL     0.01534795
5780     RCL     0.00342798
5930     RCL     0.00024852
6354     RCL     0.03178197
7108     RCL     0.01214387
7288     RCL     0.07393760
7507     RCL    -0.00218692
7713     RCL     0.01010735
7947     RCL    -0.01945563
8063     RCL    -0.03626685
8306     RCL    -0.09661492
9453     RCL     0.03143375
9567     RCL     0.04858307
10722    RCL     0.02243780
11170    RCL     0.01480363
11342    RCL    -0.01709443
11925    RCL     0.04118314
12431    RCL     0.00366711
13334    RCL    -0.07399555
13710    RCL     0.04080328
14054    RCL     0.05268897
16275    RCL    -0.06024051
16498    RCL     0.01393801
18093    RCL    -0.01695412
18656    RCL    -0.00508641
18889    RCL     0.04213236
19526    RCL    -0.00280178
20018    RCL     0.07321951
20332    RCL    -0.01052148
20874    RCL     0.00563959
21054    RCL     0.00301508
21554    RCL     0.01877204
22108    RCL     0.01313083

RE
      ticker  signal_return
125       RE     0.01415978
278       RE     0.02440555
575       RE     0.01460459
1091      RE     0.00897381
2117      RE    -0.00447944
2353      RE    -0.01300210
2563      RE     0.00333890
3360      RE    -0.01474390
3605      RE     0.00228848
4272      RE    -0.00706892
4909      RE     0.00797496
5313      RE    -0.01356925
5714      RE    -0.01959112
6739      RE     0.02670133
6942      RE    -0.01464480
7214      RE     0.01037348
7608      RE    -0.04924412
8496      RE     0.02233426
9844      RE     0.00059519
10328     RE    -0.01220023
10650     RE     0.00722255
10800     RE     0.00099855
11661     RE     0.02099006
12828     RE     0.00303704
12992     RE     0.00192483
13603     RE     0.01079540
13833     RE    -0.01028332
14459     RE     0.01348174
14659     RE    -0.02473214
15113     RE    -0.02227670
15724     RE    -0.01019410
15909     RE     0.00451292
16252     RE     0.00325018
16590     RE    -0.05992563
17123     RE     0.02743700
17259     RE     0.00408934
17642     RE     0.01750115
18501     RE     0.01040520
18757     RE     0.01806103
18996     RE    -0.00023640
19556     RE    -0.00032659
19836     RE    -0.00318559
20221     RE     0.02479430
20429     RE    -0.00204021
20724     RE    -0.02047968
21414     RE     0.04472780
22413     RE    -0.00310415

REG
      ticker  signal_return
759      REG     0.00705504
1473     REG    -0.03647438
2675     REG     0.02611010
3038     REG    -0.02728520
3606     REG     0.00458804
3767     REG    -0.00246703
3909     REG     0.00317431
4223     REG     0.00844972
4639     REG    -0.00754856
5142     REG    -0.01573709
5466     REG     0.02620397
6637     REG     0.01789566
6859     REG     0.01374367
7528     REG     0.01017982
7774     REG     0.00015520
8009     REG     0.02940730
8356     REG    -0.01923275
9649     REG    -0.01344851
10189    REG    -0.00620511
10431    REG     0.00480332
12174    REG     0.00030941
12321    REG     0.00477898
12502    REG    -0.00661427
13335    REG     0.00289185
13910    REG     0.03457343
14035    REG    -0.03799775
14486    REG    -0.01011629
14700    REG    -0.01496086
15677    REG     0.00914778
16226    REG    -0.00087989
16630    REG     0.03725342
17819    REG     0.01156834
18112    REG     0.01092034
18605    REG     0.01782833
19928    REG    -0.02943911
20627    REG    -0.07333582
20820    REG    -0.03025696
21725    REG     0.00865665
21866    REG    -0.03883209

REGN
      ticker  signal_return
103     REGN     0.03667502
323     REGN    -0.04551143
1663    REGN    -0.05139066
2707    REGN    -0.00663719
2871    REGN    -0.00743097
5269    REGN     0.05586258
5467    REGN     0.00645032
5644    REGN     0.02192978
6576    REGN     0.08516554
6709    REGN    -0.02966245
7164    REGN    -0.00053255
7464    REGN     0.02677257
9092    REGN     0.05710676
9905    REGN     0.02201125
10138   REGN    -0.09138944
10897   REGN    -0.03839920
11240   REGN    -0.02430581
12076   REGN    -0.04133818
12585   REGN    -0.03601205
13604   REGN     0.06020904
13834   REGN    -0.03633249
13981   REGN     0.00608918
14206   REGN    -0.00314462
16315   REGN     0.04247492
16591   REGN    -0.08275069
17157   REGN     0.06138816
18317   REGN     0.01377696
18449   REGN     0.02140874
18657   REGN    -0.05736289
19032   REGN    -0.09192350
19964   REGN    -0.03204233
20958   REGN    -0.07477339
21611   REGN     0.06065388
21781   REGN     0.03765371
22213   REGN     0.04177429
22574   REGN     0.01361493

RF
      ticker  signal_return
231       RF     0.00326265
676       RF    -0.06328642
1979      RF     0.02355359
2169      RF     0.02691578
3219      RF    -0.00814853
4041      RF    -0.01904819
4873      RF    -0.02420975
5418      RF    -0.01937847
6433      RF     0.05244648
7565      RF    -0.03041358
7889      RF    -0.00942514
8125      RF     0.07517350
9790      RF     0.02140160
10139     RF     0.01130521
10402     RF    -0.03788332
11662     RF     0.00518404
12697     RF    -0.04234504
12993     RF    -0.06135660
13536     RF     0.06931180
15329     RF     0.06639606
15587     RF    -0.05906171
15890     RF     0.02155035
16086     RF    -0.02386187
16592     RF    -0.01381064
17586     RF     0.01419902
18200     RF    -0.00681268
18402     RF     0.01972821
18606     RF    -0.03568454
18811     RF     0.19125357
19058     RF    -0.02848768
19348     RF     0.05451313
20276     RF     0.03924637
20725     RF    -0.04073034
21304     RF    -0.03823995

RHI
      ticker  signal_return
397      RHI    -0.00050391
1784     RHI     0.02020271
2170     RHI    -0.03238378
3672     RHI     0.03082746
3910     RHI    -0.00532152
4136     RHI    -0.00548789
4387     RHI     0.01659966
4813     RHI     0.00331538
5143     RHI    -0.04207197
6434     RHI     0.00571975
6740     RHI     0.02180024
6974     RHI     0.03776040
7775     RHI    -0.00560987
8480     RHI     0.01295206
8790     RHI     0.00799493
9424     RHI    -0.01219734
9538     RHI     0.01127169
9724     RHI    -0.02748265
11018    RHI    -0.04611339
11778    RHI     0.00352113
11860    RHI    -0.02551815
13088    RHI     0.02223019
13234    RHI    -0.05264944
13711    RHI     0.01496287
14075    RHI     0.04003654
14285    RHI    -0.04586248
14911    RHI     0.06499060
16499    RHI    -0.03093580
18559    RHI    -0.05519360
18890    RHI     0.07472751
19097    RHI     0.01178689
19349    RHI     0.07036801
19733    RHI    -0.01498307
21265    RHI    -0.05870563
22546    RHI    -0.02689446

RHT
      ticker  signal_return
272      RHT     0.02141317
373      RHT     0.04912156
474      RHT    -0.01527807
1664     RHT     0.14922061
3039     RHT    -0.03054954
3333     RHT     0.03447610
3537     RHT    -0.03131176
3718     RHT    -0.00412627
4521     RHT     0.04329842
5270     RHT    -0.00017157
5446     RHT     0.02996728
5549     RHT    -0.00818821
6492     RHT    -0.03835492
7109     RHT    -0.00176551
7829     RHT     0.03253377
9238     RHT    -0.00345607
9845     RHT     0.01045661
11663    RHT    -0.02093243
12586    RHT     0.00186997
13712    RHT     0.08568304
13939    RHT     0.00427446
14123    RHT    -0.01524587
16000    RHT     0.01975150
16165    RHT    -0.02179015
16349    RHT    -0.11747210
17966    RHT     0.04467748
19679    RHT    -0.01430557
20430    RHT     0.04003179
21100    RHT    -0.01011107
21532    RHT    -0.00295388
21831    RHT    -0.01982493
22214    RHT     0.01346711
22601    RHT    -0.01811811

RJF
      ticker  signal_return
374      RJF     0.00122775
803      RJF     0.02035919
1332     RJF    -0.00041502
1717     RJF     0.03068145
2031     RJF     0.02495009
4026     RJF    -0.00536969
4874     RJF    -0.04405651
5594     RJF     0.00609027
5965     RJF    -0.03244508
6558     RJF    -0.04862684
6975     RJF    -0.00158381
8165     RJF    -0.02909025
8914     RJF     0.01009332
9046     RJF    -0.03810147
10073    RJF     0.01670324
10234    RJF    -0.00314804
10381    RJF    -0.02521700
11567    RJF     0.03243528
12014    RJF    -0.01781213
12698    RJF    -0.03703480
13537    RJF     0.05188029
13894    RJF     0.04508257
14055    RJF    -0.01186254
15465    RJF    -0.00659820
16026    RJF     0.01433973
16593    RJF    -0.00730266
17419    RJF    -0.01645909
17643    RJF    -0.00309811
17988    RJF    -0.03117135
18201    RJF    -0.02364659
18607    RJF    -0.04269997
18891    RJF     0.09326064
19098    RJF    -0.00289236
19350    RJF     0.00474159
19800    RJF    -0.00375738
20019    RJF    -0.00172083
20374    RJF     0.01747765
20726    RJF    -0.02968097
21911    RJF    -0.01479665
22393    RJF     0.00229651

RL
      ticker  signal_return
439       RL     0.01482064
1057      RL    -0.02495993
2199      RL     0.03546316
2417      RL     0.04471194
3768      RL    -0.02857058
3945      RL    -0.00643046
4675      RL     0.02622942
5527      RL     0.02743820
5754      RL     0.00468575
7128      RL     0.02949538
7311      RL     0.00349804
7921      RL    -0.03989510
8497      RL     0.03303560
8975      RL     0.01466011
11019     RL     0.00759678
11195     RL     0.02255766
11386     RL     0.01951114
11568     RL     0.03350457
12660     RL    -0.06628718
13538     RL     0.03424459
14089     RL     0.07824703
15791     RL    -0.05188484
16876     RL     0.00233065
17014     RL    -0.00792819
17362     RL     0.04140356
18962     RL     0.06653047
19613     RL     0.05756203
19837     RL    -0.01784536
20155     RL    -0.01772477
21747     RL    -0.12815791
21803     RL     0.09768210
22009     RL    -0.00147602

RMD
      ticker  signal_return
126      RMD    -0.01129530
475      RMD    -0.00071569
760      RMD    -0.11574242
1519     RMD     0.03690137
2354     RMD     0.00617215
2564     RMD    -0.08108537
3571     RMD    -0.00213675
3788     RMD    -0.00420716
3946     RMD     0.00335075
4329     RMD     0.04703389
5028     RMD    -0.02994357
6559     RMD    -0.01377870
7350     RMD     0.01112152
7566     RMD    -0.01871638
7714     RMD     0.04344639
8064     RMD     0.03856389
8227     RMD     0.10078891
8995     RMD     0.05380129
9139     RMD    -0.02884950
9322     RMD     0.01197297
9650     RMD    -0.01905410
9803     RMD    -0.03631992
11664    RMD     0.00057159
12268    RMD    -0.01484423
12587    RMD    -0.00430330
12881    RMD     0.00758282
13250    RMD    -0.02960834
13372    RMD    -0.00210466
14660    RMD    -0.06892187
15500    RMD    -0.08449926
16350    RMD    -0.02358445
16798    RMD     0.00448535
16954    RMD    -0.00563210
17205    RMD     0.01398423
17327    RMD     0.00042502
18560    RMD     0.05081533
18758    RMD    -0.03966186
19824    RMD    -0.01505438
19965    RMD    -0.03176721
20333    RMD     0.01887244
20727    RMD    -0.03090446
22291    RMD     0.00397833
22441    RMD     0.04309721

ROK
      ticker  signal_return
677      ROK     0.00162881
1378     ROK    -0.01965361
1785     ROK     0.01016191
2200     ROK    -0.05735507
2901     ROK     0.00850717
3106     ROK    -0.03857948
3410     ROK    -0.01727767
5271     ROK     0.01386073
6149     ROK     0.03708248
6355     ROK    -0.00164993
7508     ROK    -0.09847809
8673     ROK    -0.00161284
9804     ROK     0.01631245
9938     ROK    -0.02236978
10211    ROK    -0.01679107
10979    ROK     0.00680854
11569    ROK     0.00008991
11998    ROK    -0.00069010
13208    ROK    -0.03728846
13451    ROK     0.05187396
14460    ROK    -0.01338506
14745    ROK     0.03154042
15310    ROK    -0.01227327
16087    ROK     0.01075325
16400    ROK    -0.04845003
16594    ROK    -0.04140272
18094    ROK    -0.02181544
18892    ROK     0.05019691
19292    ROK     0.03829693
19557    ROK    -0.03388673
19838    ROK    -0.01178740
20020    ROK    -0.03491394
20728    ROK    -0.01588313
20959    ROK    -0.01195848
21463    ROK    -0.02638475

ROP
      ticker  signal_return
196      ROP    -0.00104665
1757     ROP     0.03297284
2171     ROP    -0.01123165
3538     ROP    -0.00925260
3929     ROP    -0.01388911
4137     ROP    -0.00528822
4330     ROP     0.01515652
4602     ROP    -0.00981603
6435     ROP    -0.01865426
6741     ROP     0.02000323
7312     ROP    -0.00518541
8196     ROP    -0.02584893
8524     ROP     0.01809451
8674     ROP     0.01302911
9093     ROP     0.00655203
9263     ROP    -0.01779912
11067    ROP    -0.00703758
11779    ROP    -0.04459760
12198    ROP     0.00384384
12446    ROP     0.03195882
12829    ROP     0.01423623
13605    ROP     0.03588271
14036    ROP     0.01142519
15114    ROP    -0.03533855
16013    ROP    -0.00040758
16253    ROP    -0.00919384
16595    ROP    -0.01302400
17092    ROP    -0.04869395
17512    ROP     0.00790518
17670    ROP    -0.02606869
18046    ROP    -0.00125872
18561    ROP    -0.00200118
19181    ROP    -0.01468922
19558    ROP    -0.00431500
20021    ROP     0.00408442
20188    ROP     0.05889679
20561    ROP     0.01577372
20960    ROP    -0.02479896
21464    ROP     0.00401301
22085    ROP     0.01943505
22547    ROP    -0.01137153

ROST
      ticker  signal_return
127     ROST     0.01094287
356     ROST    -0.03154749
678     ROST     0.02091040
876     ROST     0.01602745
1163    ROST     0.01561564
2283    ROST     0.02337238
2565    ROST    -0.04739522
4065    ROST    -0.00549819
4700    ROST    -0.00960247
4976    ROST     0.03567337
5567    ROST     0.07284974
5715    ROST    -0.00081301
6436    ROST    -0.00439504
6587    ROST     0.02792283
7037    ROST    -0.01185471
7215    ROST     0.09475284
7890    ROST     0.01002247
8065    ROST    -0.06169544
8766    ROST     0.07749421
9185    ROST    -0.03147857
9960    ROST     0.00526997
10760   ROST     0.00798180
10956   ROST    -0.00923925
11271   ROST    -0.00465680
11484   ROST    -0.17995394
12634   ROST    -0.03540889
12769   ROST    -0.12625212
12906   ROST     0.02076722
13048   ROST    -0.00895928
14014   ROST    -0.05367231
14487   ROST    -0.02029461
15792   ROST     0.00239081
15925   ROST    -0.02687879
16955   ROST     0.03631312
17124   ROST    -0.02119760
17396   ROST     0.03027224
19099   ROST     0.05217799
21165   ROST    -0.00391942
21832   ROST    -0.00160256
22575   ROST     0.02083226

RRC
      ticker  signal_return
440      RRC    -0.06666953
1583     RRC    -0.02304687
2284     RRC    -0.02501868
3607     RRC     0.03071488
4676     RRC     0.00350795
4895     RRC     0.02469856
4993     RRC     0.05042443
5314     RRC     0.01748226
5848     RRC     0.02432942
5988     RRC     0.05531033
6245     RRC     0.06279950
7529     RRC     0.13280027
8010     RRC     0.07318089
8424     RRC    -0.12815866
9330     RRC     0.02561544
9416     RRC    -0.01113670
9651     RRC    -0.04439455
10329    RRC     0.00312989
10545    RRC     0.03709173
10871    RRC     0.01872714
11149    RRC     0.04885290
11315    RRC    -0.02160150
11780    RRC    -0.15122040
12077    RRC    -0.07469089
12447    RRC    -0.07754795
13064    RRC     0.16201945
13835    RRC    -0.29182994
14551    RRC    -0.03751425
15216    RRC     0.00707828
15588    RRC    -0.00263001
16144    RRC    -0.03341169
17363    RRC    -0.01766280
17918    RRC    -0.02065204
18471    RRC     0.06751205
18686    RRC     0.02297524
20503    RRC     0.09656014
21636    RRC     0.02057925
22033    RRC     0.04230749
22258    RRC    -0.04096587
22602    RRC    -0.07400698

RSG
      ticker  signal_return
977      RSG    -0.00058258
1214     RSG    -0.00745844
2118     RSG    -0.00715288
2355     RSG    -0.00909525
2566     RSG    -0.04886563
3411     RSG     0.01097009
4224     RSG     0.02478890
4445     RSG     0.00842969
4566     RSG     0.01310004
4720     RSG     0.01181878
5437     RSG     0.00925694
5568     RSG    -0.00228108
6801     RSG    -0.02776895
7776     RSG     0.01008247
8332     RSG    -0.03296866
10844    RSG    -0.00344234
11020    RSG     0.03274280
11272    RSG    -0.00789967
11485    RSG    -0.09264767
12524    RSG    -0.00318980
13336    RSG    -0.01473082
14305    RSG     0.01159877
14488    RSG    -0.00127578
14746    RSG     0.00041780
14927    RSG    -0.03695919
15778    RSG    -0.02368204
16145    RSG     0.01054991
16647    RSG     0.03616147
16799    RSG    -0.00400344
17820    RSG    -0.01483290
18639    RSG    -0.01453373
18997    RSG     0.01736283
19140    RSG     0.00988772
19470    RSG     0.00390071
19633    RSG     0.00000000
20022    RSG    -0.01603940
20334    RSG     0.04561813
20527    RSG     0.00839527
20875    RSG     0.00951331
21415    RSG    -0.01131021
21912    RSG    -0.01876167
22215    RSG    -0.01139480
22485    RSG    -0.01506825

RTN
      ticker  signal_return
104      RTN     0.00660404
877      RTN     0.03668470
1024     RTN     0.00425181
1333     RTN     0.02096704
1835     RTN    -0.00313029
2285     RTN    -0.04219756
2470     RTN    -0.00845046
2902     RTN    -0.00020365
3040     RTN    -0.01242875
4677     RTN     0.00552756
5395     RTN    -0.04499558
5781     RTN     0.03032520
5888     RTN     0.00863174
6802     RTN     0.01452577
7248     RTN     0.00471566
7530     RTN    -0.03336878
9186     RTN    -0.02222014
9652     RTN    -0.01099700
10021    RTN     0.01719128
10470    RTN     0.02059380
11118    RTN     0.00748110
12199    RTN     0.00250470
12399    RTN     0.01270880
12778    RTN     0.03745214
15537    RTN    -0.01643571
15779    RTN    -0.01619592
16117    RTN     0.02070161
16729    RTN     0.01185339
17246    RTN    -0.00767813
17375    RTN     0.00189534
18893    RTN    -0.00375594
20335    RTN     0.01418927
20993    RTN    -0.03864243
21708    RTN    -0.00572491
22160    RTN    -0.02038813

SAXATI
       ticker  signal_return
56     SAXATI     0.01969752
232    SAXATI     0.02957654
306    SAXATI     0.01619231
406    SAXATI     0.02443063
529    SAXATI     0.02250094
778    SAXATI     0.01674283
999    SAXATI     0.03155970
1128   SAXATI     0.02568416
1297   SAXATI     0.01776196
1474   SAXATI     0.03043427
1584   SAXATI     0.01794687
1718   SAXATI     0.02453951
1875   SAXATI     0.01338471
1997   SAXATI     0.02576811
2172   SAXATI     0.02752909
2356   SAXATI     0.02660313
2567   SAXATI     0.03232656
2708   SAXATI     0.03698573
2849   SAXATI     0.02984912
2982   SAXATI     0.02998269
3144   SAXATI     0.03116148
3244   SAXATI     0.02975870
3361   SAXATI     0.03662839
3511   SAXATI     0.02025155
3643   SAXATI     0.02452163
3789   SAXATI     0.03315577
3911   SAXATI     0.02784905
4042   SAXATI     0.03342389
4138   SAXATI     0.03831774
4273   SAXATI     0.03490502
...       ...            ...
18295  SAXATI     0.04571086
18403  SAXATI     0.05520015
18640  SAXATI     0.05064775
18812  SAXATI     0.06059317
19059  SAXATI     0.04254374
19213  SAXATI     0.03343188
19373  SAXATI     0.03628481
19568  SAXATI     0.03963172
19654  SAXATI     0.04267809
19713  SAXATI     0.05189193
19815  SAXATI     0.04612762
19890  SAXATI     0.04630652
20057  SAXATI     0.03735950
20189  SAXATI     0.04728339
20336  SAXATI     0.05390876
20528  SAXATI     0.05555109
20756  SAXATI     0.05225939
20876  SAXATI     0.05534851
21003  SAXATI     0.04042124
21101  SAXATI     0.04692859
21175  SAXATI     0.04591816
21266  SAXATI     0.05666289
21416  SAXATI     0.05118576
21612  SAXATI     0.06222076
21782  SAXATI     0.05232901
21952  SAXATI     0.05575570
22128  SAXATI     0.04530352
22332  SAXATI     0.04653229
22486  SAXATI     0.05234635
22644  SAXATI     0.04259645

[156 rows x 2 columns]

SBAC
      ticker  signal_return
324     SBAC    -0.03041052
576     SBAC     0.04755672
804     SBAC    -0.00068634
1025    SBAC    -0.00231138
2312    SBAC    -0.00529531
2709    SBAC     0.03076846
2850    SBAC    -0.04452049
3440    SBAC    -0.00090724
3999    SBAC     0.01063306
4095    SBAC     0.00009853
4765    SBAC    -0.01655863
4922    SBAC     0.00952526
5272    SBAC    -0.02105341
5438    SBAC    -0.01752989
5782    SBAC    -0.00648344
6803    SBAC    -0.02433210
7216    SBAC     0.04651610
8197    SBAC    -0.08816396
8675    SBAC    -0.01912723
8879    SBAC    -0.02283102
9611    SBAC     0.01945334
10022   SBAC    -0.04494549
11196   SBAC     0.01814516
11357   SBAC     0.01762476
11985   SBAC     0.05062228
13126   SBAC     0.00655089
13713   SBAC     0.11058175
15116   SBAC    -0.02209651
15437   SBAC     0.01344623
16401   SBAC     0.00631972
16705   SBAC     0.03055930
17228   SBAC    -0.00900517
17345   SBAC    -0.01794198
17729   SBAC    -0.08579202
18894   SBAC     0.04261000
20337   SBAC     0.00989433
20529   SBAC     0.03259913
20877   SBAC    -0.01841988
21114   SBAC    -0.00586119
21197   SBAC     0.03087919
21305   SBAC    -0.00907017
21555   SBAC     0.02444384
21726   SBAC    -0.00771497
21913   SBAC    -0.00011188
22129   SBAC    -0.00720082

SBUX
      ticker  signal_return
57      SBUX     0.02540734
518     SBUX     0.01726369
761     SBUX    -0.01594851
1026    SBUX    -0.01369254
2119    SBUX     0.01976269
2418    SBUX     0.01139204
4388    SBUX    -0.00853225
4603    SBUX     0.01068978
4875    SBUX    -0.00583536
5173    SBUX    -0.03503805
5849    SBUX     0.00513666
6044    SBUX    -0.02014591
6493    SBUX    -0.03417856
7249    SBUX     0.01357346
7567    SBUX    -0.00383648
8333    SBUX    -0.00785210
8525    SBUX     0.02408294
8704    SBUX     0.01531192
8844    SBUX    -0.01281248
9140    SBUX    -0.00073065
9539    SBUX    -0.03035580
10023   SBUX     0.00441671
10212   SBUX     0.01038431
10330   SBUX    -0.00073951
10485   SBUX    -0.00578381
10762   SBUX     0.00911453
11021   SBUX     0.01110930
11782   SBUX    -0.08324652
12200   SBUX     0.00386068
12322   SBUX     0.03955500
13373   SBUX     0.00758101
14124   SBUX    -0.02483136
15628   SBUX    -0.00497097
15874   SBUX    -0.01015237
16596   SBUX    -0.05578125
17068   SBUX     0.00258732
17821   SBUX     0.01128701
17928   SBUX    -0.01924394
18383   SBUX    -0.01994797
18687   SBUX    -0.03958695
19182   SBUX     0.01477132
19351   SBUX     0.00238990
19584   SBUX    -0.02752075
20139   SBUX    -0.02871022
21358   SBUX     0.02010284
22086   SBUX     0.02620374

SCG
      ticker  signal_return
91       SCG    -0.03460107
381      SCG    -0.01291753
2767     SCG     0.02345850
3157     SCG    -0.00161031
3362     SCG    -0.00370913
3480     SCG     0.01738510
3608     SCG    -0.01266677
3769     SCG    -0.02420235
4737     SCG    -0.01168502
5396     SCG    -0.01950092
6588     SCG     0.01936279
6742     SCG     0.02858908
6943     SCG    -0.00619526
7441     SCG     0.00720270
7715     SCG     0.04264470
7922     SCG    -0.03297720
8269     SCG     0.01190677
8915     SCG     0.02648018
9028     SCG    -0.06054578
10140    SCG    -0.00390962
10845    SCG    -0.03458341
11171    SCG     0.02237553
11387    SCG     0.00439329
12269    SCG     0.02210035
12543    SCG    -0.03470542
12741    SCG    -0.01762234
13189    SCG     0.00163532
14015    SCG     0.02525426
14385    SCG    -0.02174164
14604    SCG     0.01844467
14827    SCG     0.01051412
14996    SCG    -0.00300580
16227    SCG    -0.00321431
16597    SCG     0.03547183
17644    SCG    -0.03446685
17822    SCG    -0.04072351
18009    SCG    -0.05016726
18202    SCG     0.00029007
19585    SCG     0.00592914
20093    SCG    -0.01976521
20375    SCG    -0.01602408
22414    SCG     0.02345310

SCHREN
       ticker  signal_return
92     SCHREN     0.01650203
252    SCHREN     0.01426762
325    SCHREN     0.02958972
441    SCHREN     0.02289767
630    SCHREN     0.03136636
878    SCHREN     0.02499329
1058   SCHREN     0.02175301
1215   SCHREN     0.03462761
1379   SCHREN     0.01901211
1499   SCHREN     0.02022923
1614   SCHREN     0.02445373
1758   SCHREN     0.03207826
1935   SCHREN     0.02486053
2100   SCHREN     0.03081296
2286   SCHREN     0.02788004
2444   SCHREN     0.03054917
2658   SCHREN     0.03541218
2831   SCHREN     0.03135128
2951   SCHREN     0.02092129
3107   SCHREN     0.03248581
3220   SCHREN     0.03305130
3321   SCHREN     0.03344639
3441   SCHREN     0.01898207
3550   SCHREN     0.03375719
3685   SCHREN     0.02984170
3844   SCHREN     0.02934429
4000   SCHREN     0.02568616
4085   SCHREN     0.03122466
4195   SCHREN     0.03014180
4417   SCHREN     0.03150869
...       ...            ...
18203  SCHREN     0.05260532
18335  SCHREN     0.04815832
18450  SCHREN     0.05286373
18688  SCHREN     0.04840941
18895  SCHREN     0.05695896
19100  SCHREN     0.03983100
19239  SCHREN     0.05175970
19411  SCHREN     0.05425564
19591  SCHREN     0.04651439
19680  SCHREN     0.04895911
19734  SCHREN     0.05965354
19847  SCHREN     0.05351049
19929  SCHREN     0.04914196
20116  SCHREN     0.04787292
20250  SCHREN     0.04452672
20431  SCHREN     0.04627475
20628  SCHREN     0.05547399
20799  SCHREN     0.04612686
20961  SCHREN     0.06327742
21055  SCHREN     0.05355834
21151  SCHREN     0.06229979
21223  SCHREN     0.05262083
21359  SCHREN     0.05722154
21578  SCHREN     0.05824145
21748  SCHREN     0.05588493
21937  SCHREN     0.04666982
22109  SCHREN     0.05669958
22298  SCHREN     0.05899303
22457  SCHREN     0.05498127
22645  SCHREN     0.05158078

[155 rows x 2 columns]

SCHW
      ticker  signal_return
530     SCHW     0.01379927
1092    SCHW     0.01651565
1334    SCHW    -0.02101937
1719    SCHW     0.00155521
1936    SCHW    -0.00617286
2201    SCHW    -0.05878397
2568    SCHW    -0.04837785
3221    SCHW     0.00758537
4876    SCHW    -0.03623585
5204    SCHW    -0.02883275
5628    SCHW    -0.00728790
5834    SCHW     0.02991317
5967    SCHW    -0.04179713
6438    SCHW     0.01498011
7891    SCHW    -0.01544813
8977    SCHW    -0.02280972
9773    SCHW    -0.00563382
10141   SCHW     0.00390450
10846   SCHW     0.00573725
11665   SCHW     0.00746393
12080   SCHW    -0.03917842
12699   SCHW    -0.03646712
13051   SCHW    -0.08272669
13539   SCHW     0.03700248
13836   SCHW     0.04080628
14056   SCHW     0.03245807
14249   SCHW    -0.06233345
15501   SCHW    -0.04507902
15977   SCHW     0.01933536
16500   SCHW     0.04058302
17421   SCHW    -0.00099354
17587   SCHW     0.01028617
18204   SCHW    -0.02735638
18896   SCHW     0.08498223
19141   SCHW     0.00940446
19352   SCHW    -0.00480831
19655   SCHW    -0.00649677
19759   SCHW     0.00242307
20023   SCHW    -0.02272010
20729   SCHW    -0.02663681
20978   SCHW    -0.08032991
21267   SCHW    -0.02109227
22394   SCHW     0.01514270

SEE
      ticker  signal_return
1000     SEE    -0.01436577
1264     SEE     0.00157456
1565     SEE    -0.02081790
1786     SEE     0.03518550
2569     SEE    -0.06541227
3041     SEE    -0.04139391
5205     SEE    -0.03642378
5528     SEE     0.02186799
5784     SEE    -0.00674130
6494     SEE    -0.05034092
6944     SEE     0.01915315
7413     SEE     0.02304060
7610     SEE    -0.00171674
7777     SEE     0.02775688
8580     SEE     0.03856630
8738     SEE     0.00877015
9847     SEE     0.00121458
9995     SEE    -0.02025591
10235    SEE     0.02252127
10351    SEE     0.01147240
10763    SEE     0.00132488
11273    SEE    -0.02485508
11999    SEE     0.02235908
12757    SEE    -0.04341698
13127    SEE     0.00304058
13540    SEE     0.00265861
13837    SEE    -0.00050050
13984    SEE    -0.08204599
14413    SEE     0.00623651
14662    SEE     0.00319047
14891    SEE    -0.01035635
15155    SEE     0.00541138
15366    SEE     0.01719128
15590    SEE    -0.12435355
16598    SEE    -0.03519425
16943    SEE    -0.00797795
18248    SEE    -0.00606948
18502    SEE    -0.07114211
19527    SEE    -0.03648898
19966    SEE    -0.01534557
20156    SEE    -0.05449140
20800    SEE    -0.02424766
21088    SEE    -0.00091806
21268    SEE    -0.02875227

SHW
      ticker  signal_return
357      SHW    -0.04472031
849      SHW    -0.05478802
2141     SHW     0.01975398
2983     SHW     0.03060235
4738     SHW    -0.01075852
5048     SHW     0.00606134
5596     SHW     0.00404245
5968     SHW    -0.00680011
6123     SHW    -0.03118947
6612     SHW    -0.01317180
6977     SHW     0.02942114
7165     SHW    -0.00623521
7662     SHW     0.01134331
7830     SHW     0.01802400
8066     SHW    -0.00732739
8308     SHW    -0.00811628
8526     SHW     0.01825623
8676     SHW     0.01587335
8815     SHW    -0.01394344
9348     SHW    -0.02519007
9705     SHW    -0.04890620
9906     SHW    -0.00927555
10847    SHW    -0.03479691
11823    SHW     0.00048272
11964    SHW     0.08086405
12081    SHW    -0.08933231
14430    SHW     0.01374967
14663    SHW     0.01346094
15156    SHW     0.02146889
15438    SHW    -0.00414162
16599    SHW    -0.04989034
16763    SHW     0.01364367
17016    SHW    -0.06554298
17824    SHW     0.00149534
18151    SHW     0.01333576
18503    SHW     0.02859444
19801    SHW     0.02166406
19891    SHW    -0.01241294
20058    SHW    -0.00374471
20432    SHW     0.00748139
20730    SHW    -0.01392193
21360    SHW     0.03502534
21672    SHW    -0.01179368
22216    SHW     0.02052897
22395    SHW    -0.00670972
22548    SHW     0.00553089

SIG
      ticker  signal_return
708      SIG    -0.01248620
1216     SIG    -0.01155489
2061     SIG     0.00722418
2445     SIG    -0.03038526
2832     SIG     0.02060839
3042     SIG    -0.01132145
3184     SIG    -0.01650285
3322     SIG     0.01961032
4172     SIG    -0.02315048
4523     SIG     0.00055112
4815     SIG     0.00339014
5664     SIG     0.02108742
6804     SIG     0.01553381
7038     SIG    -0.01971930
7313     SIG    -0.02508596
8560     SIG    -0.01906099
9014     SIG    -0.06552832
9205     SIG     0.08274106
10546    SIG     0.02144663
10689    SIG    -0.01492017
11068    SIG    -0.02422802
11833    SIG    -0.01203000
12212    SIG    -0.00006993
12525    SIG    -0.01883876
12949    SIG     0.03021051
13080    SIG     0.06518474
13235    SIG    -0.05020982
13985    SIG     0.03199054
14126    SIG     0.06429769
15794    SIG    -0.02638475
16014    SIG     0.09521740
16276    SIG    -0.01608550
16600    SIG    -0.02528942
17422    SIG    -0.00280960
17545    SIG    -0.15265093
17825    SIG    -0.01124988
17946    SIG     0.01105131
18066    SIG    -0.10832223
18813    SIG     0.10015748
20094    SIG     0.06659555
20222    SIG    -0.03643713
20646    SIG     0.00536110
21783    SIG     0.03884465
22034    SIG     0.03965360

SJM
      ticker  signal_return
879      SJM    -0.01418209
1298     SJM    -0.03979279
2032     SJM    -0.00528295
2570     SJM     0.00245163
4139     SJM     0.02458576
4331     SJM     0.00592623
4877     SJM    -0.00990662
6092     SJM     0.00479666
6743     SJM     0.00384209
6945     SJM    -0.04187470
8270     SJM    -0.01243077
8498     SJM    -0.00178571
8677     SJM    -0.00563531
8868     SJM    -0.00854259
9248     SJM     0.01054672
9392     SJM    -0.00297581
9848     SJM     0.00774284
10142    SJM     0.00026953
10547    SJM    -0.01310803
11022    SJM    -0.05616351
11834    SJM     0.00506070
12852    SJM     0.01619402
13986    SJM    -0.00285465
15117    SJM    -0.03548487
16167    SJM     0.08355967
16361    SJM     0.01363964
16683    SJM     0.01089769
17093    SJM    -0.00284790
17278    SJM    -0.01675614
17546    SJM     0.00344986
17826    SJM    -0.00805983
17947    SJM     0.01514843
18296    SJM    -0.00037823
18427    SJM     0.00386011
18963    SJM     0.02092491
19967    SJM     0.00991279
20157    SJM     0.00632382
20504    SJM    -0.00133968
21187    SJM     0.01604271
21381    SJM    -0.00110541
21613    SJM    -0.00655583
22576    SJM     0.01814184

SLB
      ticker  signal_return
58       SLB     0.02159175
375      SLB    -0.03177383
519      SLB     0.02502161
1665     SLB    -0.03186925
2903     SLB    -0.01587162
3290     SLB     0.02480491
3572     SLB     0.02075994
4173     SLB     0.00432340
4389     SLB     0.02109862
4641     SLB     0.07920124
4766     SLB    -0.01022591
5801     SLB     0.01387707
6018     SLB    -0.01521981
6199     SLB     0.00415632
6356     SLB     0.04613881
7414     SLB    -0.01868346
7680     SLB    -0.08984070
8104     SLB    -0.03065906
8678     SLB    -0.03266160
9364     SLB     0.04122142
10548    SLB     0.01719105
11069    SLB    -0.00390625
11505    SLB     0.14058663
12635    SLB    -0.03431618
13236    SLB    -0.04472290
13541    SLB     0.02307736
13886    SLB    -0.07095622
14365    SLB    -0.03628299
14522    SLB    -0.02256395
15280    SLB     0.04708385
17069    SLB    -0.01344620
17328    SLB    -0.00559136
17488    SLB    -0.03051084
17948    SLB     0.00053086
18404    SLB    -0.04185121
19353    SLB     0.00424858
19892    SLB    -0.02277687
20821    SLB    -0.02715671
21070    SLB    -0.01470425
21382    SLB     0.03052533
21614    SLB    -0.01154956
22087    SLB    -0.00103132
22487    SLB     0.02954246

SLG
      ticker  signal_return
631      SLG     0.02018158
850      SLG    -0.02498065
2287     SLG    -0.02595877
2676     SLG     0.01484123
2833     SLG     0.01773747
3389     SLG     0.00422875
3609     SLG     0.00737867
3813     SLG     0.02713308
3930     SLG     0.00092644
4225     SLG     0.00838939
5874     SLG    -0.01213990
6046     SLG     0.00993327
6662     SLG     0.01941467
6860     SLG    -0.01427601
7465     SLG     0.03334335
7646     SLG    -0.00179783
8032     SLG     0.03033776
8357     SLG    -0.03364803
9187     SLG    -0.04315681
9653     SLG     0.00985553
10108    SLG     0.01481635
10471    SLG    -0.01069239
11784    SLG     0.01667025
11863    SLG    -0.00492224
12296    SLG     0.00059501
12588    SLG    -0.05962451
13237    SLG    -0.02888384
13542    SLG     0.04390504
13798    SLG    -0.01506471
13987    SLG     0.02569665
14208    SLG     0.01380491
15217    SLG     0.03236657
15466    SLG     0.00436392
16826    SLG     0.02945450
16969    SLG     0.04522786
17206    SLG    -0.00220919
17377    SLG    -0.00878978
18067    SLG     0.02743244
18472    SLG     0.03609490
18759    SLG    -0.07697676
19569    SLG    -0.02493403
20731    SLG    -0.02645681

SNA
      ticker  signal_return
233      SNA    -0.00825342
709      SNA    -0.00314034
956      SNA    -0.00221250
1164     SNA    -0.00881397
1720     SNA     0.01340689
1937     SNA    -0.01620065
2357     SNA    -0.00139888
2571     SNA    -0.10227028
2952     SNA     0.02075706
3108     SNA    -0.02770555
3628     SNA    -0.00406206
4226     SNA     0.00592319
4642     SNA    -0.00680360
4816     SNA    -0.00376869
5049     SNA    -0.00274859
6439     SNA    -0.05519395
6613     SNA     0.01852982
7858     SNA     0.00181061
8594     SNA     0.01921602
8767     SNA     0.00797849
9323     SNA    -0.01756852
9522     SNA    -0.02097539
9757     SNA     0.01100177
9939     SNA    -0.01494567
10331    SNA     0.00368348
10486    SNA    -0.01409480
10764    SNA     0.00839029
11274    SNA    -0.01371450
11466    SNA    -0.09098428
11785    SNA    -0.03509579
12097    SNA    -0.03737213
12636    SNA     0.01496494
12920    SNA    -0.00228478
13065    SNA    -0.03358666
13799    SNA     0.02491037
14090    SNA     0.05029664
15311    SNA    -0.00317846
16501    SNA    -0.05109345
17827    SNA    -0.00318094
18428    SNA    -0.03408367
18964    SNA     0.00969841
19142    SNA    -0.00440005
19471    SNA    -0.00754721
20024    SNA     0.00718046
21269    SNA    -0.08216146
22356    SNA     0.00460006
22603    SNA    -0.01733774

SNI
      ticker  signal_return
197      SNI    -0.00770420
679      SNI     0.01355272
1500     SNI    -0.02693766
1899     SNI    -0.01909282
2572     SNI    -0.05296112
4418     SNI    -0.00217155
4524     SNI     0.00824489
5029     SNI    -0.02001496
6357     SNI     0.03996700
7510     SNI    -0.03680932
8247     SNI    -0.01768490
9239     SNI    -0.00057637
9774     SNI    -0.02009821
10549    SNI    -0.03698512
10899    SNI     0.03820707
11275    SNI    -0.02370023
11786    SNI    -0.03050134
12000    SNI     0.00405762
12526    SNI    -0.01735623
13452    SNI    -0.05071509
13932    SNI    -0.00795233
14575    SNI     0.01219245
15118    SNI    -0.03364070
16502    SNI    -0.04312767
16932    SNI     0.00044934
17949    SNI    -0.03830500
18451    SNI    -0.03751887
19033    SNI    -0.05910779
19760    SNI    -0.00107455
20059    SNI    -0.01624348
20298    SNI    -0.02326744
20505    SNI    -0.00528958
21579    SNI     0.03582431

SNPS
      ticker  signal_return
680     SNPS    -0.05213432
1666    SNPS     0.03170038
1900    SNPS    -0.00642453
2062    SNPS     0.00024423
2256    SNPS    -0.04175459
3308    SNPS    -0.01957010
3462    SNPS     0.02617880
5597    SNPS    -0.02424361
7003    SNPS     0.00428981
7250    SNPS     0.01134980
7531    SNPS    -0.02494460
8722    SNPS     0.04397027
9339    SNPS    -0.00357933
9775    SNPS     0.01481509
9926    SNPS     0.01191091
10074   SNPS    -0.01030324
10777   SNPS    -0.01558986
11276   SNPS    -0.00700120
11467   SNPS    -0.13164230
11570   SNPS     0.03475334
12648   SNPS     0.00877798
12830   SNPS    -0.04554271
13089   SNPS    -0.00746436
13543   SNPS     0.04803952
14747   SNPS     0.01653281
14997   SNPS     0.00310270
15926   SNPS     0.03600271
16089   SNPS     0.01289362
16403   SNPS     0.00277752
16827   SNPS    -0.00660674
17346   SNPS     0.00664574
17489   SNPS     0.00409417
17588   SNPS     0.00892187
17730   SNPS    -0.03757348
18269   SNPS    -0.01346542
19354   SNPS    -0.04253762
19968   SNPS     0.00766165
20158   SNPS     0.01944206
20338   SNPS     0.07304648
21417   SNPS     0.00121794
21769   SNPS    -0.01548008
22259   SNPS    -0.01180777

SO
      ticker  signal_return
382       SO    -0.02459639
2768      SO     0.00283755
3158      SO    -0.00860971
3363      SO     0.00612594
3481      SO     0.01200548
3610      SO    -0.00306011
3719      SO    -0.03446243
5397      SO    -0.02111763
6299      SO     0.03940002
6946      SO    -0.01809433
7778      SO     0.02955880
7948      SO    -0.02245946
8228      SO     0.01699211
8679      SO    -0.01277765
8916      SO     0.01935254
9029      SO    -0.03196311
9791      SO    -0.01707574
10276     SO    -0.00992916
10433     SO    -0.01144505
11172     SO     0.01772703
11358     SO     0.01516309
13190     SO     0.01648330
13838     SO    -0.00753772
13988     SO     0.00289556
14614     SO     0.01887036
14998     SO    -0.01080030
16601     SO     0.03852050
16748     SO    -0.02435744
17070     SO    -0.01925272
18152     SO     0.00866504
18965     SO    -0.00312598
20562     SO     0.01300148
21027     SO    -0.01820030
22260     SO    -0.00649034
22488     SO    -0.02605692

SPG
      ticker  signal_return
632      SPG     0.01190863
2173     SPG    -0.00670265
2710     SPG     0.01402015
3043     SPG    -0.01396910
3442     SPG     0.00596801
3573     SPG     0.00475479
3790     SPG     0.00682834
3912     SPG    -0.00091090
4043     SPG    -0.00495177
4227     SPG     0.00119832
5030     SPG    -0.00257853
5785     SPG    -0.04536032
6069     SPG    -0.00797545
6710     SPG     0.04616506
6909     SPG    -0.01331006
7779     SPG    -0.00453932
8011     SPG     0.02890687
8166     SPG     0.02682324
8358     SPG    -0.02842716
8978     SPG    -0.01865316
10143    SPG    -0.00147109
10434    SPG    -0.00493318
12227    SPG     0.02980959
12350    SPG     0.01207986
14489    SPG     0.01261911
14664    SPG     0.01796883
14999    SPG     0.00053141
15725    SPG    -0.06228322
15891    SPG    -0.01334791
16631    SPG     0.02066813
16828    SPG     0.00243232
17071    SPG     0.00769337
17828    SPG     0.00558968
18114    SPG     0.02173672
18562    SPG     0.04728371
18760    SPG    -0.01637114
20629    SPG    -0.04125143
20851    SPG    -0.00047237
21041    SPG    -0.02660779
21727    SPG     0.03074287
21867    SPG    -0.02004049

SPGI
      ticker  signal_return
16878   SPGI     0.03136692
17017   SPGI     0.00264359
17184   SPGI    -0.01477083
17607   SPGI     0.02568683
17967   SPGI     0.00000000
18715   SPGI    -0.05035949
19240   SPGI     0.03541715
19412   SPGI    -0.02710146
19669   SPGI     0.02805322
19720   SPGI    -0.05199976
20223   SPGI     0.00854571
20459   SPGI     0.00005770
20878   SPGI    -0.01299315
21418   SPGI     0.00832966
21833   SPGI     0.00288642
22035   SPGI     0.02959151
22333   SPGI     0.00954271
22489   SPGI    -0.02082983

SPLS
      ticker  signal_return
2120    SPLS     0.06187540
2471    SPLS     0.00686240
3086    SPLS     0.01153746
4246    SPLS    -0.01996437
5716    SPLS    -0.01515785
7073    SPLS     0.04031326
7290    SPLS    -0.00917114
7511    SPLS     0.02633081
7663    SPLS     0.09134978
8481    SPLS    -0.11469732
8979    SPLS     0.00249532
10550   SPLS    -0.02322685
10872   SPLS     0.03319807
11070   SPLS    -0.01282069
11787   SPLS    -0.05348095
12082   SPLS    -0.03792705
13066   SPLS     0.12578873
13839   SPLS    -0.00000000
14286   SPLS    -0.14627042
14892   SPLS     0.06666006
15795   SPLS     0.02634883
15911   SPLS    -0.06866031
17229   SPLS    -0.01832935
18229   SPLS     0.04972344
18345   SPLS     0.00264901
18608   SPLS    -0.00684465
19034   SPLS     0.09745534
20852   SPLS    -0.03130690
21166   SPLS     0.01771802

SPRENG
       ticker  signal_return
59     SPRENG     0.01817253
234    SPRENG     0.01879225
307    SPRENG     0.02390655
407    SPRENG     0.02415195
577    SPRENG     0.01779649
805    SPRENG     0.02915999
1001   SPRENG     0.01883813
1129   SPRENG     0.01747238
1299   SPRENG     0.02108696
1475   SPRENG     0.03268201
1585   SPRENG     0.02057458
1721   SPRENG     0.02633404
1876   SPRENG     0.03014243
2101   SPRENG     0.03648904
2288   SPRENG     0.03011035
2472   SPRENG     0.03520079
2711   SPRENG     0.02832783
2851   SPRENG     0.02102731
2984   SPRENG     0.02507218
3119   SPRENG     0.02760495
3202   SPRENG     0.03115220
3323   SPRENG     0.03268289
3463   SPRENG     0.02235811
3574   SPRENG     0.02826508
3686   SPRENG     0.03124625
3845   SPRENG     0.02735015
3980   SPRENG     0.02921499
4066   SPRENG     0.03681374
4196   SPRENG     0.03150356
4419   SPRENG     0.03010014
...       ...            ...
18230  SPRENG     0.06267213
18346  SPRENG     0.05396674
18473  SPRENG     0.04934224
18689  SPRENG     0.04446575
18897  SPRENG     0.04229182
19101  SPRENG     0.04954902
19241  SPRENG     0.04773808
19413  SPRENG     0.05274851
19592  SPRENG     0.04782224
19681  SPRENG     0.04552551
19735  SPRENG     0.04701723
19839  SPRENG     0.04324229
19916  SPRENG     0.04903756
20095  SPRENG     0.03884206
20224  SPRENG     0.04993894
20407  SPRENG     0.04479913
20593  SPRENG     0.06043606
20781  SPRENG     0.05072844
20913  SPRENG     0.05184858
21042  SPRENG     0.04737535
21127  SPRENG     0.04902286
21198  SPRENG     0.05443359
21306  SPRENG     0.05427167
21493  SPRENG     0.05982791
21673  SPRENG     0.04354501
21804  SPRENG     0.04654565
21984  SPRENG     0.05039623
22161  SPRENG     0.06053365
22357  SPRENG     0.05214649
22549  SPRENG     0.05458490

[155 rows x 2 columns]

SRCL
      ticker  signal_return
578     SRCL     0.01651689
3512    SRCL     0.00421960
4476    SRCL     0.00362304
6048    SRCL    -0.00870283
6614    SRCL     0.01351290
6861    SRCL     0.01214813
7314    SRCL     0.01426888
8127    SRCL    -0.00679050
8917    SRCL     0.00287602
9095    SRCL     0.01321629
9366    SRCL    -0.02764561
11173   SRCL     0.01394782
11343   SRCL     0.01594974
11486   SRCL    -0.08860087
12228   SRCL     0.00812093
12432   SRCL    -0.00877199
14127   SRCL     0.03852981
14862   SRCL     0.01817937
15000   SRCL     0.01166078
15630   SRCL     0.00419464
16879   SRCL     0.01096523
17072   SRCL    -0.17235738
17207   SRCL     0.00366240
17931   SRCL    -0.02206252
18205   SRCL     0.01911600
18336   SRCL    -0.00402523
18784   SRCL    -0.03197238
19397   SRCL    -0.04518615
20025   SRCL    -0.06369644
20433   SRCL    -0.00505173
22299   SRCL     0.00671186
22458   SRCL     0.02458398

SRE
      ticker  signal_return
633      SRE     0.00623679
919      SRE    -0.01774611
3611     SRE    -0.01196639
3720     SRE    -0.00579417
3913     SRE    -0.01930678
4332     SRE    -0.01374250
4567     SRE     0.00565000
4767     SRE    -0.02641791
5398     SRE    -0.04030772
5665     SRE     0.02337083
6300     SRE    -0.07493422
6745     SRE     0.01691411
6948     SRE    -0.02490200
7923     SRE    -0.04287006
9706     SRE    -0.01001391
10435    SRE     0.01450155
11424    SRE    -0.04008418
11824    SRE     0.04629819
11910    SRE    -0.03103735
12637    SRE    -0.03062208
13099    SRE    -0.03640239
13544    SRE    -0.06604601
14366    SRE    -0.02294477
14687    SRE     0.02788770
15001    SRE    -0.01032678
16041    SRE     0.01455009
16228    SRE    -0.00556089
16351    SRE     0.00681303
16685    SRE     0.00078902
17424    SRE    -0.01731686
17830    SRE    -0.03551347
18716    SRE    -0.00311511
18966    SRE    -0.02327696
20339    SRE     0.01247417
20530    SRE     0.02306375
20962    SRE     0.01372829
21419    SRE    -0.01341706
22088    SRE     0.02542692

STI
      ticker  signal_return
1093     STI     0.00864117
1380     STI    -0.00858705
2063     STI     0.00000000
2226     STI    -0.03861083
3245     STI    -0.03108273
4420     STI    -0.01519143
5340     STI     0.01395621
6441     STI     0.00362067
7532     STI     0.02443058
7831     STI     0.01748627
8128     STI    -0.00992953
9096     STI    -0.02006914
9907     STI    -0.00898106
10213    STI    -0.00273038
10778    STI     0.00044673
11666    STI    -0.00049820
12661    STI    -0.01884434
13545    STI     0.03138925
13800    STI     0.09285593
14209    STI    -0.05054148
15282    STI     0.03375416
15502    STI    -0.00525688
16002    STI     0.00688566
16602    STI    -0.04293393
17645    STI    -0.01005034
18153    STI     0.01992098
18898    STI     0.05358605
19355    STI     0.03870250
19600    STI     0.00625281
19692    STI    -0.00444327
20026    STI    -0.01786536
20376    STI     0.00318338
20732    STI    -0.03312109

STT
      ticker  signal_return
442      STT    -0.03522453
920      STT     0.00765635
1059     STT    -0.00422357
1381     STT     0.00261007
1938     STT     0.02236687
2573     STT    -0.05364347
3539     STT    -0.01926124
4879     STT    -0.01802907
5031     STT     0.01245453
5175     STT    -0.01577498
5875     STT     0.01020691
6442     STT     0.00974753
6910     STT     0.01426188
7568     STT    -0.05230289
7892     STT    -0.01926428
8167     STT    -0.04973107
9687     STT    -0.00918608
10214    STT    -0.01485949
10691    STT    -0.04444011
11788    STT    -0.03480334
12083    STT    -0.03885657
12700    STT    -0.05099308
13454    STT     0.10453285
13801    STT     0.01373774
13940    STT    -0.03539020
15312    STT     0.01830677
15538    STT    -0.02298952
16503    STT     0.01463741
17159    STT     0.03241024
17308    STT     0.00425876
17425    STT    -0.00347373
17646    STT     0.00326450
17968    STT    -0.00890402
18154    STT    -0.01425672
18899    STT     0.03050686
19356    STT     0.01297676
19761    STT     0.00702522
21494    STT     0.00274906
22358    STT     0.03203935

STX
      ticker  signal_return
520      STX     0.06463095
1566     STX    -0.02800420
1667     STX     0.05493162
1998     STX     0.02568764
2174     STX    -0.00164501
4817     STX    -0.00681666
5032     STX    -0.03519035
5657     STX    -0.00360243
6201     STX    -0.03531667
6495     STX    -0.01628792
6887     STX    -0.02951922
7166     STX     0.02051511
7466     STX    -0.02670826
7832     STX    -0.00307490
8359     STX     0.02156510
9015     STX     0.01378694
9276     STX    -0.02430346
10436    STX     0.08846432
11986    STX     0.04698772
12270    STX     0.05454996
12742    STX     0.04937173
13645    STX     0.04969967
13887    STX     0.08012827
14863    STX    -0.08648948
15313    STX     0.06397308
15631    STX     0.09991424
16880    STX     0.02157145
17039    STX     0.04325337
17713    STX     0.04731090
18028    STX    -0.00469607
19143    STX    -0.00806863
20027    STX     0.04826551
20340    STX    -0.00777070
20733    STX    -0.02807849
21465    STX    -0.17408002
21495    STX    -0.01183166

STZ
      ticker  signal_return
60       STZ     0.02168474
383      STZ     0.01321241
496      STZ     0.02105010
710      STZ     0.00911696
921      STZ     0.00652952
1060     STZ     0.01331259
1217     STZ     0.01862956
1382     STZ     0.00510350
1501     STZ    -0.00295421
2033     STZ     0.05287799
2919     STZ     0.00534696
3087     STZ    -0.01902297
3364     STZ    -0.05032129
4568     STZ     0.02968529
4838     STZ    -0.00587683
6746     STZ     0.02744409
6978     STZ    -0.00171215
7415     STZ    -0.01368239
7860     STZ     0.01982286
8067     STZ     0.00500418
8229     STZ     0.00107469
8723     STZ    -0.00471988
9047     STZ    -0.01666492
9324     STZ     0.00451317
10215    STZ    -0.02217423
11277    STZ     0.01779227
11406    STZ     0.00889936
11939    STZ    -0.02399714
12145    STZ     0.03587329
12895    STZ     0.00540485
13052    STZ    -0.04503005
13546    STZ    -0.04344055
14037    STZ    -0.13213853
14210    STZ    -0.03165375
15157    STZ    -0.02712009
15743    STZ     0.00877524
17869    STZ    -0.00950155
18761    STZ     0.04352005
19357    STZ    -0.03879986
20434    STZ     0.00214268
21028    STZ    -0.01333190
21188    STZ    -0.01655356
21674    STZ     0.00902483
21834    STZ     0.02118514

SWK
      ticker  signal_return
198      SWK    -0.01897883
579      SWK     0.00470159
2358     SWK     0.00528318
2574     SWK    -0.04295615
3687     SWK     0.00536382
3981     SWK    -0.01047010
4390     SWK    -0.00788440
4643     SWK    -0.01106981
5187     SWK    -0.03156036
5569     SWK    -0.00899820
5969     SWK    -0.03428534
6270     SWK     0.03158973
7039     SWK    -0.00732757
7780     SWK     0.00661638
8198     SWK    -0.01793479
8680     SWK     0.00497741
8816     SWK    -0.01278821
9726     SWK     0.01624628
9849     SWK    -0.00153905
10216    SWK    -0.00745322
10383    SWK    -0.02167034
11667    SWK     0.00644684
12503    SWK     0.00130585
12933    SWK     0.01414368
13067    SWK    -0.01315688
13455    SWK     0.05124653
13888    SWK    -0.02581944
14883    SWK     0.02132114
15119    SWK    -0.00753016
15218    SWK     0.01450037
15468    SWK     0.00124622
16504    SWK    -0.04637588
16830    SWK     0.01260791
17073    SWK     0.00999224
17309    SWK    -0.00194600
17647    SWK    -0.00981064
18206    SWK    -0.02802171
18297    SWK    -0.01969263
18609    SWK     0.00838067
18967    SWK    -0.02468861
20734    SWK    -0.00799787
20896    SWK     0.00389447
21383    SWK    -0.01030297
22396    SWK     0.00867715
22550    SWK     0.00260023

SWKS
      ticker  signal_return
779     SWKS    -0.02649162
1335    SWKS     0.00075245
1487    SWKS     0.04496352
2227    SWKS    -0.00492531
2736    SWKS     0.03667893
2904    SWKS     0.05100255
3044    SWKS    -0.01425072
3145    SWKS     0.00986543
3246    SWKS    -0.06197835
3673    SWKS    -0.01090259
3982    SWKS    -0.03841579
4247    SWKS     0.02658754
4459    SWKS    -0.00587373
5068    SWKS    -0.02741999
5501    SWKS     0.01387643
5682    SWKS    -0.00247394
5970    SWKS    -0.00494299
6443    SWKS    -0.08264107
6888    SWKS     0.01221137
7167    SWKS     0.02427266
7351    SWKS     0.02688139
7569    SWKS    -0.01807019
7781    SWKS     0.01760609
8249    SWKS     0.07592135
8426    SWKS    -0.03212196
8791    SWKS     0.05788162
8952    SWKS     0.01420771
9097    SWKS     0.05017674
9885    SWKS     0.00667475
9996    SWKS    -0.03027986
11241   SWKS    -0.00315209
11571   SWKS    -0.08518009
13394   SWKS     0.09526925
13714   SWKS    -0.01801563
14236   SWKS    -0.09908436
14864   SWKS    -0.00129921
15053   SWKS     0.00461362
15825   SWKS    -0.01831965
16603   SWKS    -0.01386652
17018   SWKS    -0.04443214
17490   SWKS     0.03463016
17589   SWKS    -0.00294393
17903   SWKS    -0.00155925
18231   SWKS    -0.02462644
19358   SWKS    -0.10240268
19917   SWKS     0.03697565
20460   SWKS    -0.00750082
20879   SWKS    -0.00254959
21199   SWKS    -0.03051388
21420   SWKS    -0.04025676
21868   SWKS    -0.00313286
22089   SWKS     0.02219619
22334   SWKS    -0.06617181

SYF
      ticker  signal_return
6689     SYF     0.03425895
7004     SYF     0.03147113
7924     SYF    -0.04184711
8334     SYF    -0.00355815
8548     SYF     0.02032716
9758     SYF    -0.04276917
10801    SYF     0.04412059
12701    SYF    -0.10738991
13547    SYF     0.03281272
14128    SYF    -0.00553361
15406    SYF     0.04395591
15646    SYF    -0.04471295
16168    SYF    -0.17821737
16277    SYF     0.02294556
16505    SYF    -0.02840759
18337    SYF    -0.02841313
18452    SYF     0.03035293
18900    SYF     0.07611503
19183    SYF     0.01721916
19359    SYF     0.04406736
19601    SYF    -0.00135483
19762    SYF    -0.04227309
21004    SYF     0.04362807
21556    SYF    -0.03324439
21784    SYF     0.01609617

SYK
      ticker  signal_return
199      SYK    -0.04254750
634      SYK     0.02005935
851      SYK    -0.00780413
1980     SYK     0.02723038
2202     SYK    -0.03294659
2659     SYK     0.04817248
3428     SYK    -0.05484674
3721     SYK    -0.01423604
5419     SYK    -0.02085360
6301     SYK    -0.05946939
6747     SYK     0.01679745
6979     SYK     0.00326963
7168     SYK     0.01911516
7352     SYK     0.02152694
7782     SYK    -0.00198465
9501     SYK    -0.02233148
10779    SYK     0.00810870
11024    SYK     0.01279293
11468    SYK    -0.08545873
13091    SYK    -0.01728902
13548    SYK    -0.02765564
13941    SYK     0.00495727
14414    SYK     0.01074754
14552    SYK     0.01487195
14688    SYK    -0.00314211
15002    SYK     0.00158945
15314    SYK    -0.00720116
16194    SYK     0.00043739
16332    SYK    -0.01134850
16649    SYK     0.01851287
16801    SYK    -0.00171871
17831    SYK    -0.03362409
18610    SYK    -0.05263672
18814    SYK    -0.11498781
19035    SYK    -0.04392180
19825    SYK     0.00409333
20563    SYK     0.01634200
20897    SYK     0.00916777
21421    SYK     0.00976989
21953    SYK     0.03207985
22130    SYK     0.01447426

SYLVES
       ticker  signal_return
61     SYLVES     0.01830787
235    SYLVES     0.02375236
308    SYLVES     0.02383384
408    SYLVES     0.02579218
531    SYLVES     0.01916832
780    SYLVES     0.01930136
957    SYLVES     0.03141117
1117   SYLVES     0.02392655
1285   SYLVES     0.02209394
1466   SYLVES     0.02260486
1567   SYLVES     0.02617203
1668   SYLVES     0.02761556
1852   SYLVES     0.02092942
1981   SYLVES     0.03434430
2175   SYLVES     0.03468299
2359   SYLVES     0.02602435
2604   SYLVES     0.02915410
2737   SYLVES     0.01862188
2872   SYLVES     0.03091963
3045   SYLVES     0.03079229
3159   SYLVES     0.03210086
3268   SYLVES     0.03087327
3390   SYLVES     0.03153064
3513   SYLVES     0.03339810
3644   SYLVES     0.03720378
3791   SYLVES     0.02549824
3914   SYLVES     0.02682034
4027   SYLVES     0.03862151
4140   SYLVES     0.03190399
4333   SYLVES     0.04384858
...       ...            ...
18249  SYLVES     0.05107857
18361  SYLVES     0.04081626
18563  SYLVES     0.03925110
18762  SYLVES     0.04381520
18998  SYLVES     0.05085680
19144  SYLVES     0.04701278
19293  SYLVES     0.03869588
19528  SYLVES     0.04470508
19614  SYLVES     0.04464115
19693  SYLVES     0.04717127
19782  SYLVES     0.04256776
19874  SYLVES     0.04964709
20028  SYLVES     0.05856377
20159  SYLVES     0.05264322
20341  SYLVES     0.05497748
20531  SYLVES     0.05015277
20757  SYLVES     0.06418380
20880  SYLVES     0.05679855
21005  SYLVES     0.05063719
21102  SYLVES     0.05527756
21176  SYLVES     0.05319217
21270  SYLVES     0.05952996
21422  SYLVES     0.04744416
21615  SYLVES     0.05891626
21770  SYLVES     0.04809023
21938  SYLVES     0.05323634
22110  SYLVES     0.04995168
22300  SYLVES     0.04428466
22459  SYLVES     0.04937397
22631  SYLVES     0.05434438

[156 rows x 2 columns]

SYMC
      ticker  signal_return
806     SYMC    -0.05719719
2419    SYMC    -0.16191018
2473    SYMC     0.02410894
3160    SYMC    -0.04175921
3269    SYMC    -0.08375517
4028    SYMC    -0.00404222
4739    SYMC     0.00394478
5087    SYMC     0.02410774
6444    SYMC    -0.01717168
6890    SYMC    -0.00597017
7097    SYMC     0.00000000
7291    SYMC     0.01919445
8981    SYMC     0.03388015
10603   SYMC    -0.01251365
11361   SYMC    -0.01442221
11789   SYMC    -0.02370481
13338   SYMC    -0.02463412
13840   SYMC    -0.01045488
14605   SYMC     0.05475517
14828   SYMC    -0.00106838
16278   SYMC     0.10844579
16405   SYMC    -0.03351199
17311   SYMC     0.02949004
17426   SYMC     0.04013832
17608   SYMC     0.02779092
17731   SYMC    -0.01373759
18207   SYMC    -0.01788246
18785   SYMC    -0.06230103
19848   SYMC     0.03629816
19969   SYMC     0.00728601
20160   SYMC     0.04335481
20822   SYMC     0.03612655
21466   SYMC     0.02090006
21675   SYMC    -0.02387048
21954   SYMC    -0.02012689
22490   SYMC    -0.01398135

SYY
      ticker  signal_return
880      SYY     0.02173028
1586     SYY    -0.03847671
3859     SYY    -0.01108569
4197     SYY     0.00398884
5316     SYY    -0.01639609
5469     SYY    -0.00477962
5717     SYY     0.00209205
6805     SYY    -0.01515181
7169     SYY     0.00814254
7416     SYY    -0.00823050
7783     SYY    -0.00368868
8068     SYY    -0.02137936
8463     SYY    -0.04253793
9224     SYY     0.00452576
9688     SYY     0.00492073
10437    SYY    -0.06561372
11425    SYY    -0.04144648
14038    SYY    -0.00069549
14324    SYY    -0.02926592
14665    SYY     0.01708704
15054    SYY     0.00747787
15648    SYY     0.02257800
16686    SYY     0.01661330
16906    SYY    -0.00423729
17871    SYY     0.00851587
18155    SYY    -0.00438773
18833    SYY    -0.01281474
19559    SYY     0.02170294
20140    SYY     0.00423566
21467    SYY    -0.00490567
21676    SYY     0.00748110
22646    SYY    -0.00817960

T
      ticker  signal_return
711        T     0.00988848
922        T    -0.02061354
2575       T    -0.01522005
3334       T     0.01359409
3575       T    -0.02153058
5033       T    -0.01576142
7631       T     0.02306730
9570       T    -0.03324891
10109      T    -0.01111915
10403      T    -0.01091989
11668      T     0.00269987
13283      T    -0.01069529
13911      T     0.02584414
14039      T     0.02538000
14415      T     0.01645472
14749      T    -0.00595009
15004      T    -0.00661244
15781      T    -0.00510075
16169      T     0.01471899
16316      T     0.01921032
16650      T     0.00541761
17832      T    -0.01226395
18453      T     0.02648804
19036      T    -0.04359699
19570      T     0.02402807
19656      T     0.00117661
19736      T    -0.04094907
20963      T    -0.02231812
21557      T     0.02737094
21914      T    -0.01825206

TAP
      ticker  signal_return
712      TAP     0.01925272
923      TAP    -0.02360369
1939     TAP    -0.01670147
2576     TAP    -0.02038924
2905     TAP    -0.00490799
3069     TAP     0.01072675
3270     TAP    -0.00720538
3412     TAP    -0.00286123
3915     TAP     0.02597135
4044     TAP    -0.00788806
4174     TAP     0.00473319
4391     TAP     0.06540932
4604     TAP     0.01425009
5891     TAP     0.00511846
8069     TAP    -0.04163711
9340     TAP    -0.02301612
10553    TAP     0.00611014
11790    TAP    -0.02392921
11940    TAP    -0.00229233
12236    TAP     0.02193371
12743    TAP     0.02040011
14750    TAP     0.02469523
15407    TAP    -0.01806501
15658    TAP     0.01644425
16060    TAP     0.01791314
17160    TAP    -0.06766768
17687    TAP    -0.00461672
18047    TAP    -0.01683650
18347    TAP    -0.02383231
18968    TAP     0.01740935
19360    TAP    -0.03579777
20461    TAP    -0.01653609
21637    TAP    -0.02101215
22359    TAP    -0.00549200
22604    TAP    -0.01905479

TARDA
      ticker  signal_return
62     TARDA     0.02046148
236    TARDA     0.02103882
309    TARDA     0.02552725
409    TARDA     0.01523095
532    TARDA     0.02749818
781    TARDA     0.02639849
958    TARDA     0.03129222
1118   TARDA     0.01841200
1300   TARDA     0.02250508
1488   TARDA     0.03003639
1602   TARDA     0.02638475
1759   TARDA     0.02763194
1940   TARDA     0.01893908
2064   TARDA     0.03160956
2228   TARDA     0.01476679
2420   TARDA     0.02465917
2633   TARDA     0.04010869
2793   TARDA     0.02183887
2939   TARDA     0.02471711
3088   TARDA     0.03107540
3172   TARDA     0.02942432
3291   TARDA     0.04106932
3443   TARDA     0.02854891
3551   TARDA     0.02537939
3674   TARDA     0.02831861
3846   TARDA     0.02612349
3983   TARDA     0.03046392
4067   TARDA     0.02699223
4175   TARDA     0.02386841
4392   TARDA     0.03636005
...      ...            ...
18298  TARDA     0.04776976
18405  TARDA     0.05254856
18611  TARDA     0.05034467
18786  TARDA     0.04121038
19037  TARDA     0.04313514
19184  TARDA     0.04513707
19361  TARDA     0.04353580
19560  TARDA     0.04660081
19634  TARDA     0.05183199
19706  TARDA     0.04546353
19802  TARDA     0.04728849
19875  TARDA     0.05414975
20029  TARDA     0.04209239
20161  TARDA     0.04859549
20299  TARDA     0.04739020
20506  TARDA     0.04782466
20735  TARDA     0.04446043
20853  TARDA     0.04283440
20994  TARDA     0.04588262
21089  TARDA     0.03769010
21177  TARDA     0.05385433
21271  TARDA     0.05147342
21423  TARDA     0.05709472
21616  TARDA     0.04646617
21771  TARDA     0.05076808
21939  TARDA     0.05548751
22111  TARDA     0.04656380
22301  TARDA     0.05717314
22460  TARDA     0.04861820
22632  TARDA     0.05337236

[155 rows x 2 columns]

TDG
      ticker  signal_return
261      TDG    -0.02748309
807      TDG    -0.00719502
1002     TDG    -0.01006935
1421     TDG     0.02380056
1787     TDG    -0.00300244
2065     TDG     0.04595716
2229     TDG    -0.03669058
2873     TDG    -0.00196282
3046     TDG    -0.01623358
3292     TDG     0.00785204
4198     TDG     0.03575806
4421     TDG    -0.00832974
5118     TDG    -0.02319939
5366     TDG    -0.00802711
5470     TDG     0.03780738
5598     TDG     0.01635908
7417     TDG    -0.00919325
7907     TDG    -0.01435912
8070     TDG     0.00413142
8309     TDG     0.00077625
8499     TDG    -0.01349198
8768     TDG     0.01453845
9850     TDG    -0.00135333
10354    TDG    -0.00834316
10900    TDG    -0.07694226
11072    TDG    -0.05558729
11278    TDG    -0.01814042
11426    TDG    -0.06514207
12098    TDG    -0.00484171
12854    TDG     0.00553784
12995    TDG    -0.02357348
14237    TDG    -0.10213572
15591    TDG    -0.02652652
15782    TDG    -0.00240771
15978    TDG     0.04394454
16803    TDG     0.00605995
16971    TDG     0.01116925
17161    TDG    -0.00071930
17312    TDG     0.00883439
17733    TDG    -0.03650346
18564    TDG    -0.01959459
19114    TDG    -0.03323741
19362    TDG    -0.01920376
19918    TDG     0.03543766
20096    TDG    -0.06405943
21056    TDG    -0.03939707
21955    TDG     0.03404371
22217    TDG     0.01515544

TEL
      ticker  signal_return
105      TEL    -0.00638260
2257     TEL     0.01270755
3413     TEL    -0.02395128
4029     TEL    -0.01140663
4422     TEL    -0.01002758
4818     TEL     0.01020657
5069     TEL    -0.01900929
6049     TEL     0.07035446
6202     TEL    -0.03229288
6445     TEL    -0.03600732
7292     TEL     0.00784527
7513     TEL    -0.02220229
8408     TEL     0.00767985
8634     TEL     0.01480882
8818     TEL     0.02001997
9141     TEL    -0.03794493
9654     TEL    -0.02668802
10487    TEL     0.03712974
10693    TEL    -0.01813126
10980    TEL     0.00722262
11669    TEL    -0.00796547
12545    TEL     0.03221899
12855    TEL     0.00371941
13550    TEL     0.02323085
13803    TEL    -0.02315043
14076    TEL     0.01234353
15220    TEL     0.01662351
15846    TEL    -0.00155750
16506    TEL     0.00876123
17537    TEL     0.00837184
17989    TEL    -0.01722561
18901    TEL     0.01310556
19214    TEL    -0.00745160
19472    TEL     0.00226822
20030    TEL    -0.00734365
20736    TEL    -0.02097236
20964    TEL    -0.02701793
21242    TEL    -0.02320290
22218    TEL     0.00162734

TGT
      ticker  signal_return
410      TGT    -0.01535691
1165     TGT     0.00075131
2203     TGT     0.05215052
2421     TGT     0.03251448
4068     TGT     0.02268967
5176     TGT    -0.02322214
5835     TGT     0.01474149
5971     TGT    -0.01656059
7040     TGT     0.03199192
7189     TGT    -0.00470069
7418     TGT    -0.00460518
7949     TGT    -0.02087032
8033     TGT    -0.03229930
8724     TGT    -0.00258900
9049     TGT     0.01626052
9325     TGT    -0.00457006
10404    TGT    -0.03762689
11791    TGT    -0.03176945
12771    TGT     0.00713993
13889    TGT    -0.04484408
14387    TGT     0.05265706
14829    TGT    -0.01187461
15796    TGT     0.09979279
17094    TGT    -0.01040784
17888    TGT    -0.01845044
18010    TGT    -0.02148721
18763    TGT    -0.05642485
19038    TGT     0.05839700
19215    TGT    -0.00844535
19904    TGT     0.01883353
20647    TGT     0.06375612
20823    TGT     0.00821247
21029    TGT    -0.00392561
21178    TGT    -0.01224697

TIF
      ticker  signal_return
443      TIF    -0.00905466
1119     TIF     0.01330180
1446     TIF     0.00634204
1722     TIF    -0.00548127
1901     TIF     0.00065132
4086     TIF     0.02896380
4199     TIF     0.00811506
4423     TIF    -0.01081416
4819     TIF     0.00576878
6203     TIF    -0.00697235
6358     TIF     0.02083522
7098     TIF     0.00934541
7316     TIF    -0.00381769
8105     TIF    -0.01039406
8997     TIF    -0.01598342
9997     TIF    -0.00657967
11389    TIF    -0.01701323
11670    TIF     0.02690428
11864    TIF    -0.01267885
12084    TIF    -0.06925993
13239    TIF    -0.06415565
13551    TIF     0.05895160
13841    TIF     0.02746818
15076    TIF    -0.03494532
15847    TIF    -0.00371805
16256    TIF    -0.01929547
16604    TIF    -0.02880858
17379    TIF     0.02930231
17538    TIF     0.04039951
18815    TIF     0.02607321
19529    TIF    -0.04853743
20462    TIF     0.06502430
20995    TIF     0.03152551
22036    TIF    -0.04832523

TJX
      ticker  signal_return
128      TJX     0.01490019
580      TJX     0.01683599
852      TJX     0.02967379
1061     TJX     0.01842272
1218     TJX     0.01543338
2289     TJX     0.03332497
2577     TJX    -0.05230629
3877     TJX    -0.03827272
4069     TJX    -0.00646654
4680     TJX     0.00614813
5552     TJX     0.01592444
5667     TJX     0.02282600
6446     TJX    -0.01918563
6980     TJX    -0.01382106
7419     TJX    -0.00880528
7784     TJX     0.01465065
9264     TJX    -0.02616596
9440     TJX    -0.01581301
9572     TJX    -0.01087717
11174    TJX    -0.00272499
11407    TJX     0.05190951
12759    TJX     0.00809125
14058    TJX    -0.04190929
14388    TJX     0.01603455
14830    TJX    -0.00129584
15005    TJX    -0.01164217
15848    TJX    -0.03727139
16804    TJX    -0.01467144
16958    TJX     0.01874821
17127    TJX    -0.01064762
17380    TJX    -0.05767949
17833    TJX     0.00120458
18069    TJX    -0.00472686
18384    TJX    -0.00626790
18690    TJX    -0.01397666
19115    TJX     0.01176635
20758    TJX    -0.01843312
21772    TJX    -0.07656964
21869    TJX    -0.00863936
22360    TJX     0.00330306
22577    TJX     0.00313972

TMK
      ticker  signal_return
497      TMK     0.02510592
713      TMK    -0.02438324
1447     TMK    -0.00342556
1788     TMK     0.00550824
2578     TMK    -0.03600822
3089     TMK    -0.01599628
3931     TMK    -0.01109115
4176     TMK     0.01485510
5317     TMK    -0.00435153
6050     TMK     0.00476237
6204     TMK    -0.01148998
6497     TMK    -0.01089717
7611     TMK    -0.05070341
7862     TMK     0.00054521
8409     TMK    -0.03149405
9142     TMK    -0.01037222
9417     TMK    -0.00053196
9908     TMK    -0.00504217
10332    TMK    -0.00425062
10780    TMK     0.01486209
11026    TMK    -0.00888751
11279    TMK    -0.00351550
12702    TMK    -0.02045545
12883    TMK     0.00148576
12996    TMK    -0.01664371
13240    TMK    -0.03426878
13552    TMK     0.01947159
13804    TMK     0.01388251
14287    TMK    -0.06572144
15408    TMK     0.01497957
15592    TMK    -0.00929759
15893    TMK     0.01331799
16042    TMK    -0.01125899
16406    TMK    -0.00685634
17548    TMK     0.01998817
17688    TMK    -0.00570153
17970    TMK    -0.01982410
18902    TMK     0.02428085
19398    TMK     0.02075337
19635    TMK     0.00201572
20342    TMK     0.01828682
20532    TMK     0.01523620
21915    TMK    -0.00873251

TMO
      ticker  signal_return
146      TMO    -0.00505079
635      TMO     0.01463821
924      TMO    -0.01360565
1166     TMO     0.02261453
1336     TMO    -0.00957228
1723     TMO     0.03553837
1877     TMO    -0.00552713
1999     TMO     0.02158009
2176     TMO    -0.02373869
2660     TMO     0.04944902
2852     TMO     0.00160244
3070     TMO     0.00459589
3770     TMO    -0.01077021
5070     TMO     0.03308303
6359     TMO     0.07149983
7252     TMO     0.01115925
8071     TMO    -0.04827982
8769     TMO    -0.00895974
9098     TMO     0.03618767
9655     TMO    -0.01633624
10765    TMO     0.01390246
10957    TMO    -0.00314646
11792    TMO    -0.02995690
12590    TMO    -0.00178545
12725    TMO    -0.00434671
12831    TMO     0.00672965
12934    TMO    -0.02086492
13284    TMO     0.00586844
13989    TMO     0.00289097
14129    TMO    -0.02643749
15120    TMO    -0.00322943
15367    TMO     0.00061427
15783    TMO    -0.00006719
16028    TMO     0.00694356
16195    TMO    -0.04364741
16605    TMO    -0.04386851
16907    TMO     0.01849712
17128    TMO    -0.01553959
19185    TMO     0.02041680
20117    TMO     0.00406025
20343    TMO     0.01447736
20737    TMO    -0.01462272
20965    TMO    -0.03616299
21496    TMO     0.00184343
21677    TMO     0.00521796
22219    TMO    -0.00005720

TRIP
      ticker  signal_return
925     TRIP     0.06824699
2384    TRIP     0.05270618
2738    TRIP     0.06984181
2874    TRIP     0.03368141
3047    TRIP    -0.02041466
3722    TRIP    -0.06515211
4334    TRIP    -0.01279627
4526    TRIP     0.00105137
4703    TRIP    -0.00350845
6094    TRIP     0.03118640
6447    TRIP     0.01882236
6949    TRIP     0.02206230
8199    TRIP    -0.04965768
8635    TRIP     0.07457596
8869    TRIP    -0.02114339
9707    TRIP    -0.03911184
10077   TRIP    -0.01854288
10298   TRIP     0.01506001
10874   TRIP    -0.13102392
11390   TRIP     0.02409755
11573   TRIP     0.00056850
12247   TRIP    -0.01868763
13716   TRIP     0.04816656
14059   TRIP     0.15248540
16090   TRIP     0.01216525
17932   TRIP    -0.03101405
18903   TRIP     0.04329512
19294   TRIP     0.01418463
20533   TRIP     0.09384035
21728   TRIP    -0.00768414
22090   TRIP     0.01747986
22302   TRIP    -0.01847808
22551   TRIP    -0.01566612

TROW
      ticker  signal_return
681     TROW    -0.01415674
926     TROW    -0.01419196
1265    TROW     0.01415118
1724    TROW     0.00877146
2360    TROW    -0.01360565
2579    TROW    -0.04874611
4768    TROW     0.00130231
5318    TROW     0.01100548
6498    TROW    -0.03050113
6862    TROW     0.01379165
7570    TROW    -0.02456243
7785    TROW     0.00921772
8427    TROW    -0.03181578
9418    TROW    -0.00241867
10190   TROW    -0.01523229
10694   TROW    -0.03143933
11574   TROW     0.01403006
12546   TROW     0.01717512
13553   TROW     0.02231697
14831   TROW    -0.00960754
15006   TROW    -0.02133560
15283   TROW     0.02376759
16507   TROW    -0.03861266
17834   TROW    -0.00114685
18001   TROW    -0.00876006
18612   TROW     0.00219573
18969   TROW     0.04029262
19216   TROW     0.01721764
19473   TROW    -0.01439080
20118   TROW    -0.00162975
21424   TROW    -0.02806467
22397   TROW     0.00883113
22552   TROW    -0.00270526

TRV
      ticker  signal_return
200      TRV     0.00081447
1266     TRV     0.02064921
1422     TRV    -0.01957576
2258     TRV     0.02260655
2580     TRV    -0.02570709
3612     TRV     0.02064280
3771     TRV     0.01120429
3984     TRV     0.00790005
4141     TRV    -0.00085607
4274     TRV     0.00823837
4478     TRV    -0.00863163
5319     TRV    -0.00378915
6639     TRV     0.03938971
6863     TRV     0.01545535
7041     TRV    -0.00233304
7253     TRV     0.00605044
7514     TRV    -0.00369739
7893     TRV    -0.01033844
8310     TRV    -0.03413429
9099     TRV     0.00631437
9483     TRV    -0.01751358
10041    TRV     0.01931979
10554    TRV    -0.03966468
10926    TRV     0.01387723
11121    TRV    -0.00329397
11427    TRV    -0.04539328
12337    TRV     0.04012051
12505    TRV    -0.00157660
12856    TRV    -0.00147910
13554    TRV    -0.00506045
13805    TRV     0.02915546
14702    TRV     0.01861085
15055    TRV    -0.01285585
16652    TRV     0.00597475
17734    TRV    -0.04277945
18116    TRV    -0.01876096
18429    TRV     0.01379079
18691    TRV    -0.01652313
19474    TRV     0.01997046
20738    TRV    -0.02495067
22091    TRV     0.01149207
22398    TRV     0.03306541

TSCO
      ticker  signal_return
63      TSCO     0.00203033
310     TSCO     0.03157455
808     TSCO    -0.03568366
1789    TSCO     0.01733421
1941    TSCO    -0.01598163
2361    TSCO     0.05371106
2581    TSCO    -0.04017846
3916    TSCO     0.00311284
4030    TSCO    -0.00678504
4704    TSCO     0.02216990
5645    TSCO    -0.00074901
6303    TSCO     0.02842657
6663    TSCO     0.01814425
6981    TSCO    -0.00390547
7111    TSCO     0.01089422
7293    TSCO    -0.00300007
7515    TSCO    -0.01938817
8072    TSCO    -0.07324799
8360    TSCO    -0.00508751
8740    TSCO     0.03795239
9484    TSCO    -0.01352421
10299   TSCO     0.00157948
10981   TSCO    -0.03702744
11671   TSCO     0.00233946
12663   TSCO    -0.04008815
13374   TSCO     0.01322135
14616   TSCO    -0.00112625
15121   TSCO    -0.05496319
15470   TSCO     0.00665577
17040   TSCO    -0.01811004
17280   TSCO    -0.00138873
17657   TSCO     0.19062274
17835   TSCO     0.00395402
17933   TSCO    -0.01804759
18362   TSCO     0.01599542
18504   TSCO    -0.02069039
19102   TSCO     0.01962572
19475   TSCO    -0.02485738
19657   TSCO    -0.03094371
20435   TSCO    -0.00788100
21030   TSCO     0.00293815
21243   TSCO    -0.00463250
21533   TSCO     0.01018520
21773   TSCO     0.05427689
21985   TSCO     0.02663944
22605   TSCO    -0.00585183

TSN
      ticker  signal_return
939      TSN    -0.00825117
1286     TSN     0.03149993
1502     TSN     0.03383050
2066     TSN     0.01263658
2474     TSN    -0.03565489
2816     TSN     0.01527142
3048     TSN     0.00352912
3173     TSN     0.02122918
3309     TSN    -0.03392568
3878     TSN    -0.04723277
4424     TSN     0.06471631
7130     TSN    -0.04224643
8918     TSN    -0.04188967
9030     TSN    -0.05315574
9867     TSN     0.01975141
10405    TSN    -0.03299411
11199    TSN    -0.06982669
12147    TSN     0.04655038
12897    TSN     0.05482794
13021    TSN     0.03680461
14130    TSN     0.05236977
14325    TSN     0.04649088
14416    TSN    -0.00479481
14666    TSN    -0.00756287
16147    TSN     0.01572750
16972    TSN     0.02390995
17230    TSN    -0.00283114
17522    TSN     0.00567172
17689    TSN    -0.03474097
18250    TSN    -0.05499125
19145    TSN    -0.02714556
21729    TSN     0.02399094

TSS
      ticker  signal_return
64       TSS     0.03151874
521      TSS     0.01121384
762      TSS    -0.01877216
1219     TSS     0.00353869
1383     TSS    -0.01642814
1669     TSS     0.04767229
1853     TSS    -0.01360565
3814     TSS     0.01932728
6125     TSS    -0.00293399
6271     TSS     0.02872304
6767     TSS     0.04008371
7786     TSS     0.01022354
8336     TSS     0.01452396
8682     TSS     0.02160372
8847     TSS    -0.00549380
9143     TSS    -0.02491047
9613     TSS     0.00817140
9759     TSS     0.00702948
9886     TSS    -0.02733270
10333    TSS     0.00141276
10781    TSS     0.04887851
11122    TSS     0.01504744
11428    TSS    -0.05267181
12229    TSS     0.01700790
12402    TSS     0.07409378
12884    TSS     0.01566894
13375    TSS     0.05935573
13717    TSS    -0.00532506
13943    TSS     0.00613813
15007    TSS     0.02216450
15189    TSS     0.03167232
15409    TSS     0.02180347
15593    TSS    -0.02459298
17020    TSS    -0.08026747
17247    TSS     0.00578156
17448    TSS    -0.01994664
17919    TSS    -0.00744285
19763    TSS     0.00894307
20507    TSS    -0.01040820
21497    TSS    -0.01192857
21986    TSS    -0.00134703

TURKES
       ticker  signal_return
65     TURKES     0.02280450
237    TURKES     0.01358263
311    TURKES     0.03280522
455    TURKES     0.02534654
682    TURKES     0.03606757
927    TURKES     0.01326490
1062   TURKES     0.02442476
1267   TURKES     0.02042445
1423   TURKES     0.03685603
1568   TURKES     0.02268175
1654   TURKES     0.02507047
1836   TURKES     0.02454343
1963   TURKES     0.01357384
2121   TURKES     0.03347427
2313   TURKES     0.01693382
2475   TURKES     0.02733534
2677   TURKES     0.03159032
2834   TURKES     0.03914379
2953   TURKES     0.03570696
3109   TURKES     0.02185783
3203   TURKES     0.03326366
3335   TURKES     0.02629254
3464   TURKES     0.03409918
3576   TURKES     0.02765102
3688   TURKES     0.02440017
3847   TURKES     0.02916070
3985   TURKES     0.02447257
4070   TURKES     0.03571974
4200   TURKES     0.03335877
4425   TURKES     0.02859249
...       ...            ...
18156  TURKES     0.04961511
18318  TURKES     0.04585204
18454  TURKES     0.04686892
18658  TURKES     0.03657679
18834  TURKES     0.06160501
19071  TURKES     0.03958579
19229  TURKES     0.05342373
19399  TURKES     0.04947142
19586  TURKES     0.04273867
19670  TURKES     0.04704532
19721  TURKES     0.05007437
19826  TURKES     0.04405314
19905  TURKES     0.05227382
20081  TURKES     0.05268918
20205  TURKES     0.04442129
20377  TURKES     0.05440525
20594  TURKES     0.04314869
20782  TURKES     0.03915232
20914  TURKES     0.04428603
21043  TURKES     0.04861179
21128  TURKES     0.06100054
21200  TURKES     0.04091935
21307  TURKES     0.04679202
21498  TURKES     0.04506750
21678  TURKES     0.05520985
21805  TURKES     0.05637294
21987  TURKES     0.05471385
22162  TURKES     0.04020493
22361  TURKES     0.04635655
22509  TURKES     0.05835492

[154 rows x 2 columns]

TWX
      ticker  signal_return
312      TWX     0.00384246
476      TWX     0.00942070
763      TWX     0.00486175
2230     TWX     0.02392538
2422     TWX    -0.01230940
3986     TWX     0.00950018
4111     TWX     0.00088863
4426     TWX    -0.00683589
4740     TWX     0.02029734
4923     TWX     0.13806124
5050     TWX    -0.02480583
6500     TWX    -0.09512999
7190     TWX     0.03857297
7420     TWX    -0.01015477
7863     TWX     0.00454732
9144     TWX    -0.02355507
10238    TWX     0.01966902
10766    TWX    -0.00580165
11281    TWX    -0.00137750
11575    TWX     0.00992733
12085    TWX    -0.06706504
12591    TWX    -0.11138700
13128    TWX     0.03039465
14252    TWX    -0.07301341
15284    TWX    -0.00293764
15539    TWX    -0.04487677
16607    TWX    -0.06489065
16805    TWX     0.00868460
17427    TWX    -0.00433786
18430    TWX     0.06201999
19363    TWX     0.00434576
19561    TWX    -0.00452561
19658    TWX     0.00510551
20595    TWX     0.01479543
21308    TWX     0.00390606

TXN
      ticker  signal_return
129      TXN     0.00049432
714      TXN     0.00048780
928      TXN     0.00334688
1167     TXN    -0.01091092
1476     TXN     0.01133091
1587     TXN    -0.03004768
1902     TXN    -0.02771540
2290     TXN    -0.04375913
2605     TXN    -0.05333328
2985     TXN     0.01960199
3146     TXN    -0.01979401
3247     TXN    -0.01870419
4881     TXN     0.00692185
6448     TXN    -0.02152612
6864     TXN     0.02466314
7042     TXN    -0.00019397
7170     TXN     0.01150761
7354     TXN     0.01968352
8582     TXN     0.03727576
8770     TXN     0.00477328
8919     TXN    -0.02568576
10166    TXN    -0.00425070
10555    TXN     0.00603526
10695    TXN     0.00080792
11576    TXN     0.00783156
12249    TXN    -0.01434745
12404    TXN    -0.02005870
13555    TXN     0.03283496
13806    TXN    -0.04179591
14832    TXN     0.00176523
15008    TXN     0.00521196
15285    TXN    -0.00203011
16016    TXN    -0.00395714
16148    TXN     0.00390816
16407    TXN    -0.01032165
16831    TXN     0.02784222
17095    TXN     0.05919316
18474    TXN    -0.01164680
19103    TXN     0.03208247
19930    TXN     0.03463892
20898    TXN     0.00701067
22163    TXN     0.00483735
22362    TXN    -0.05183011

TXT
      ticker  signal_return
456      TXT    -0.02242246
1094     TXT     0.01214523
1337     TXT     0.05314813
1790     TXT    -0.02333258
2291     TXT    -0.05129329
2954     TXT     0.00550001
3815     TXT    -0.04885129
4427     TXT    -0.03886980
4910     TXT    -0.03150492
5320     TXT     0.00606731
6095     TXT     0.00451213
6272     TXT     0.01058522
6748     TXT     0.02150095
6950     TXT     0.00095080
7191     TXT     0.01068287
8636     TXT     0.01794172
8819     TXT    -0.03251043
9326     TXT    -0.00827711
9851     TXT    -0.00749709
10958    TXT    -0.04533025
11673    TXT     0.00125834
12592    TXT    -0.03925804
12857    TXT    -0.00184843
13606    TXT     0.04502200
13842    TXT    -0.02495769
13944    TXT     0.01262138
15286    TXT     0.04746306
16508    TXT    -0.01300336
17492    TXT     0.00810716
17610    TXT    -0.01220718
18904    TXT     0.03977667
19230    TXT     0.03296531
19476    TXT    -0.00538192
19764    TXT    -0.00638215

UA
      ticker  signal_return
16608     UA    -0.10720834
17096     UA    -0.08837195
18232     UA    -0.01478380
18505     UA     0.10626172
19116     UA    -0.10160611
20119     UA     0.07731490
20824     UA    -0.00449692
22399     UA    -0.02657464

UAA
      ticker  signal_return
66       UAA    -0.04034985
358      UAA    -0.07977064
683      UAA    -0.06178311
1725     UAA     0.00162037
2102     UAA    -0.07922614
2446     UAA     0.01336956
2661     UAA    -0.02955880
2875     UAA     0.00416243
3204     UAA    -0.08289957
3723     UAA    -0.00863670
4528     UAA    -0.03015304
4820     UAA    -0.00615694
5177     UAA    -0.04109162
5804     UAA    -0.07867940
6449     UAA    -0.02188679
7355     UAA    -0.02679681
9116     UAA     0.03356313
9341     UAA     0.01785227
9456     UAA    -0.07461648
10767    UAA    -0.00448683
10982    UAA     0.03432538
11282    UAA    -0.03289870
11941    UAA    -0.01884913
12772    UAA    -0.05105879
13022    UAA    -0.01790179
13129    UAA     0.02068237
13264    UAA    -0.00731423
13607    UAA     0.08875836
13843    UAA    -0.00371831
15179    UAA     0.01062120
15678    UAA     0.05541800
15894    UAA    -0.04648273
17041    UAA    -0.07270183
18506    UAA     0.07478645
19374    UAA    -0.09400760
19931    UAA    -0.01707656
20120    UAA     0.04862731
20783    UAA     0.05116205
22415    UAA    -0.09608836

UAL
      ticker  signal_return
978      UAL    -0.00507758
1424     UAL    -0.06911841
2034     UAL     0.12539256
2204     UAL    -0.02314224
3514     UAL    -0.02959554
3724     UAL    -0.03269978
5718     UAL     0.01686046
6501     UAL    -0.15376308
6891     UAL     0.01008165
7171     UAL    -0.03562451
7421     UAL     0.02897354
8272     UAL     0.02228982
9307     UAL     0.01350383
9927     UAL     0.01943966
11949    UAL    -0.08878506
13556    UAL     0.09563324
13807    UAL    -0.01671953
14866    UAL    -0.04226457
15633    UAL     0.00240411
15826    UAL    -0.00523979
16279    UAL    -0.06373635
16509    UAL    -0.00752157
16934    UAL    -0.02518385
17648    UAL     0.05141096
18406    UAL    -0.02668775
18816    UAL     0.07264245
19060    UAL     0.05076333
19414    UAL     0.02201873
20915    UAL     0.01926783
21749    UAL     0.00647169
22092    UAL     0.00758692

UDR
      ticker  signal_return
636      UDR    -0.01616197
2615     UDR     0.04427601
3049     UDR    -0.02903183
3917     UDR     0.01701854
4056     UDR    -0.00361142
4335     UDR    -0.02837324
4706     UDR     0.00771663
4977     UDR    -0.00349651
5206     UDR     0.00687997
5450     UDR     0.01350459
5571     UDR    -0.00569420
5972     UDR     0.02471056
6865     UDR    -0.00165536
7664     UDR    -0.01374482
7864     UDR    -0.00727276
8073     UDR     0.02629695
8230     UDR     0.02769270
8375     UDR    -0.02951808
9189     UDR    -0.03619912
10078    UDR    -0.00471032
11200    UDR     0.00379175
11362    UDR     0.02526749
12230    UDR     0.01605793
12935    UDR    -0.02659660
14211    UDR     0.00118064
14752    UDR    -0.00509589
16120    UDR     0.01354157
16882    UDR    -0.01644020
17836    UDR    -0.00578203
18208    UDR    -0.00428246
19636    UDR     0.00112486
19722    UDR    -0.00379219
21224    UDR     0.00000000
21468    UDR     0.00993430
21709    UDR    -0.00846118
22010    UDR     0.00858374
22261    UDR     0.02186841
22553    UDR    -0.01894846

UHS
      ticker  signal_return
147      UHS     0.00219449
287      UHS     0.03648785
398      UHS     0.00038622
684      UHS    -0.00761980
1448     UHS     0.00934063
2067     UHS     0.00966419
3147     UHS    -0.00130174
4071     UHS     0.02401293
4248     UHS     0.00580023
4644     UHS    -0.02145245
5188     UHS     0.02107540
5530     UHS     0.01298604
5683     UHS    -0.03911586
6502     UHS    -0.02675842
7865     UHS     0.00765184
8074     UHS    -0.06839960
9159     UHS    -0.01177630
9523     UHS    -0.04718053
9887     UHS     0.00728889
9998     UHS    -0.01924441
10239    UHS    -0.00166389
10355    UHS     0.05747589
11175    UHS    -0.01729390
12033    UHS     0.02208488
12405    UHS    -0.08932827
13718    UHS     0.01990346
14288    UHS    -0.05119983
15009    UHS    -0.00997616
15439    UHS     0.02910553
15610    UHS    -0.00998220
17248    UHS    -0.00699971
17449    UHS     0.00982970
17591    UHS    -0.01123615
18835    UHS    -0.04520453
19593    UHS    -0.04993836
20596    UHS    -0.00239089
22037    UHS     0.00137453
22335    UHS    -0.03437662

ULTA
      ticker  signal_return
106     ULTA     0.00085048
359     ULTA    -0.01447922
685     ULTA     0.01032603
1003    ULTA    -0.01876720
1569    ULTA     0.01938463
2177    ULTA     0.01489676
3205    ULTA     0.01708756
5755    ULTA    -0.02141453
5876    ULTA     0.04667826
6768    ULTA    -0.02414571
7043    ULTA     0.00096665
7192    ULTA    -0.01153889
7572    ULTA    -0.00835853
8337    ULTA    -0.02544286
8870    ULTA     0.00191864
9050    ULTA     0.05026217
9524    ULTA    -0.03830642
10725   ULTA     0.02302993
10959   ULTA    -0.02391734
11469   ULTA    -0.07680002
12773   ULTA    -0.09407934
13054   ULTA    -0.00878467
14132   ULTA     0.00766817
14668   ULTA    -0.00120101
15056   ULTA     0.00288081
15180   ULTA     0.01754995
15540   ULTA     0.00851598
16017   ULTA     0.10171778
16170   ULTA    -0.00545006
16408   ULTA     0.00642348
16750   ULTA     0.00947989
16935   ULTA    -0.00078428
17075   ULTA     0.01004222
17381   ULTA     0.02098525
17515   ULTA    -0.07445826
17906   ULTA    -0.02287050
18787   ULTA    -0.04582851
20463   ULTA     0.00196064
20881   ULTA     0.00830977
21638   ULTA     0.03089271
22112   ULTA     0.03678210

UNH
      ticker  signal_return
67       UNH    -0.02887800
686      UNH     0.01671838
881      UNH    -0.02958491
2000     UNH    -0.03308612
2678     UNH    -0.05699111
3050     UNH    -0.00448978
3222     UNH     0.01956719
4681     UNH     0.00183341
4882     UNH    -0.00577549
4978     UNH     0.00933096
5816     UNH    -0.01164599
6617     UNH     0.01841111
6769     UNH     0.03009339
6982     UNH    -0.00322732
7172     UNH    -0.00295783
7467     UNH     0.01556311
7787     UNH     0.00302749
8075     UNH    -0.00229489
8231     UNH     0.05374373
8792     UNH    -0.01733146
9100     UNH     0.00437785
10407    UNH    -0.00604725
10782    UNH    -0.03368089
11793    UNH    -0.04661880
14367    UNH    -0.01805599
14669    UNH     0.01286651
14894    UNH     0.01288338
15440    UNH    -0.00847304
16091    UNH     0.03353885
16653    UNH     0.00199062
17021    UNH    -0.00941349
17837    UNH    -0.03565375
18385    UNH     0.00271616
19039    UNH    -0.01235603
19257    UNH     0.00222515
19615    UNH    -0.00556627
20408    UNH    -0.01033996
20630    UNH     0.01987613
20882    UNH    -0.00164861
21469    UNH     0.00057442
22093    UNH     0.00749780
22303    UNH     0.00127117
22606    UNH     0.00420917

UNM
      ticker  signal_return
637      UNM    -0.01467945
1027     UNM     0.00520436
1384     UNM    -0.01215730
1570     UNM    -0.01172690
1726     UNM     0.01547752
2362     UNM    -0.00578527
2582     UNM    -0.06888432
3051     UNM     0.00648163
3772     UNM    -0.03248123
4428     UNM    -0.02074233
5646     UNM     0.02237353
6205     UNM     0.00088771
6503     UNM    -0.00334907
7833     UNM     0.00877820
8200     UNM    -0.02426462
10079    UNM     0.02142939
10240    UNM    -0.00434429
10408    UNM    -0.03841350
11027    UNM    -0.04327894
11674    UNM    -0.00268376
12593    UNM     0.01937991
12726    UNM    -0.00573850
12885    UNM    -0.01192426
13241    UNM    -0.04029849
13456    UNM     0.07943807
13808    UNM     0.03764560
14212    UNM    -0.01287409
15410    UNM     0.02681126
15595    UNM    -0.02430469
15895    UNM     0.03454382
16609    UNM    -0.01489354
17649    UNM    -0.01783487
18209    UNM     0.01255475
18905    UNM     0.05247430
19104    UNM     0.00819389
19530    UNM     0.00903145
20031    UNM    -0.00090932
20190    UNM     0.01124680
20344    UNM     0.00723368
20739    UNM    -0.02210371
22304    UNM    -0.07391226
22554    UNM    -0.05426441

UNP
      ticker  signal_return
638      UNP    -0.01958728
1385     UNP     0.01414017
1837     UNP     0.00883552
2103     UNP    -0.01502009
2314     UNP     0.01204524
2712     UNP    -0.01035165
2986     UNP     0.03908637
3645     UNP    -0.01902711
4045     UNP     0.00562058
4201     UNP     0.01291370
4429     UNP    -0.01856651
5119     UNP    -0.03220668
5531     UNP     0.01766746
5719     UNP     0.01179347
5931     UNP    -0.00815508
6664     UNP     0.02438179
6983     UNP     0.01095374
7254     UNP    -0.05680845
8637     UNP    -0.00137379
9240     UNP     0.00966101
9805     UNP    -0.00865469
10191    UNP    -0.00819104
10438    UNP     0.02150178
10983    UNP    -0.05880948
11577    UNP     0.02827324
13011    UNP     0.05690045
13557    UNP    -0.03151776
13895    UNP     0.01190153
14368    UNP    -0.02736767
14833    UNP    -0.02634299
15471    UNP     0.01353601
16806    UNP     0.03563490
17611    UNP    -0.00093735
18095    UNP     0.00552149
18431    UNP     0.02028377
18641    UNP    -0.00440355
19040    UNP     0.01318832
19231    UNP     0.01136298
19477    UNP    -0.03356758
20032    UNP    -0.02494169
21534    UNP    -0.02859124

UPS
      ticker  signal_return
238      UPS     0.00108992
687      UPS     0.02767792
882      UPS     0.02135168
1028     UPS    -0.00479713
1168     UPS    -0.00292547
1386     UPS     0.00342617
1760     UPS     0.01481509
2363     UPS     0.01148478
2583     UPS    -0.01178670
3987     UPS     0.00546433
4112     UPS     0.01305565
5034     UPS    -0.00172364
5236     UPS     0.02405808
5399     UPS    -0.00925403
6618     UPS     0.02111544
6866     UPS     0.03207928
7044     UPS    -0.01774669
7422     UPS     0.00959718
7866     UPS     0.00124922
8311     UPS    -0.12902764
8338     UPS     0.04054676
9226     UPS     0.00948461
9441     UPS    -0.02811845
9869     UPS    -0.00687761
10696    UPS    -0.01754340
11028    UPS    -0.07725417
12201    UPS     0.00405445
12351    UPS    -0.02530319
13376    UPS     0.03410518
13719    UPS     0.01714200
14524    UPS     0.00250639
14753    UPS     0.03108457
15010    UPS    -0.02076067
15411    UPS    -0.00572583
16409    UPS     0.00465247
16708    UPS     0.01511225
16908    UPS    -0.00180685
18836    UPS     0.01710997
19217    UPS     0.00646248
19478    UPS    -0.01153141
20121    UPS     0.03202955
22416    UPS     0.01756107

URI
      ticker  signal_return
376      URI    -0.07616017
639      URI     0.05006555
1220     URI    -0.00297265
1489     URI     0.01447244
1655     URI     0.05026986
2178     URI     0.01987944
2817     URI     0.03225527
3052     URI    -0.00631686
3248     URI    -0.04235775
3988     URI    -0.01091219
4113     URI     0.01598922
4336     URI    -0.00891170
4883     URI    -0.01451377
4979     URI     0.02060810
5553     URI     0.02498633
6273     URI     0.07117545
7981     URI     0.07271640
8169     URI    -0.02387927
9393     URI     0.00337648
9708     URI     0.02407860
9806     URI    -0.00222513
9940     URI    -0.16757306
10596    URI     0.02703687
10927    URI     0.16288492
11675    URI    -0.08395232
12406    URI     0.00485962
12594    URI     0.01901842
13558    URI     0.08741965
13991    URI    -0.06579924
14289    URI    -0.11042382
15472    URI     0.02946750
16092    URI     0.04160380
17042    URI     0.04600722
17539    URI     0.00848799
17736    URI    -0.06434788
18717    URI    -0.22550962
18906    URI     0.03602998
19218    URI     0.06886275
19415    URI    -0.00815107
19970    URI     0.10754983
20141    URI    -0.04117813
20740    URI    -0.07035424
21361    URI     0.03340228
21916    URI    -0.05290475
22607    URI    -0.06541764

URUMIE
       ticker  signal_return
68     URUMIE     0.01635610
239    URUMIE     0.02520983
326    URUMIE     0.03154986
457    URUMIE     0.01719872
640    URUMIE     0.02959084
883    URUMIE     0.01931069
1063   URUMIE     0.02817586
1221   URUMIE     0.01884597
1387   URUMIE     0.01218395
1503   URUMIE     0.01875035
1615   URUMIE     0.02723878
1761   URUMIE     0.02269482
1903   URUMIE     0.02427259
2068   URUMIE     0.03609965
2292   URUMIE     0.02965561
2447   URUMIE     0.02983652
2662   URUMIE     0.02977043
2818   URUMIE     0.03058195
2940   URUMIE     0.02729877
3110   URUMIE     0.03236967
3185   URUMIE     0.02667624
3293   URUMIE     0.02439514
3414   URUMIE     0.02721942
3515   URUMIE     0.03232916
3646   URUMIE     0.03181211
3792   URUMIE     0.02653555
3918   URUMIE     0.03487244
4046   URUMIE     0.03135360
4142   URUMIE     0.02234440
4275   URUMIE     0.03695009
...       ...            ...
18251  URUMIE     0.04614494
18363  URUMIE     0.04222222
18507  URUMIE     0.05967316
18718  URUMIE     0.04844241
18970  URUMIE     0.05180595
19117  URUMIE     0.04738621
19258  URUMIE     0.03755777
19479  URUMIE     0.05101482
19602  URUMIE     0.04582012
19687  URUMIE     0.04880581
19765  URUMIE     0.05431181
19849  URUMIE     0.05141750
19932  URUMIE     0.04989851
20122  URUMIE     0.05171355
20251  URUMIE     0.05464882
20464  URUMIE     0.04135797
20648  URUMIE     0.05616340
20825  URUMIE     0.04933795
20979  URUMIE     0.04786710
21071  URUMIE     0.04242287
21152  URUMIE     0.04303011
21225  URUMIE     0.05023415
21362  URUMIE     0.05340858
21558  URUMIE     0.04163027
21730  URUMIE     0.04897399
21870  URUMIE     0.06071174
22038  URUMIE     0.04855326
22262  URUMIE     0.05374804
22417  URUMIE     0.04911092
22578  URUMIE     0.05147050

[156 rows x 2 columns]

USB
      ticker  signal_return
1222     USB     0.01503788
1425     USB    -0.01775423
1571     USB    -0.01524420
1727     USB     0.00992072
2001     USB    -0.00097776
3111     USB    -0.01505225
3249     USB    -0.00960307
4646     USB    -0.00305205
5422     USB    -0.02236360
6450     USB     0.01686211
6951     USB     0.00960446
7294     USB    -0.00678429
7573     USB    -0.02786071
7867     USB     0.00359702
8170     USB    -0.04931989
9442     USB    -0.00704394
10218    USB    -0.00380101
10803    USB     0.00918240
11794    USB    -0.03851258
12703    USB    -0.03112911
13457    USB     0.05097281
14290    USB    -0.05228079
15412    USB     0.03424350
15596    USB    -0.04246973
16510    USB    -0.01150890
17313    USB    -0.00560095
17463    USB     0.00046264
17612    USB     0.00045610
18565    USB    -0.00521366
18907    USB     0.02538744
19118    USB    -0.00672580
19295    USB     0.03446568
19531    USB     0.00154024
19659    USB    -0.00917788
20033    USB     0.01099746
20191    USB    -0.00093223
20345    USB     0.01957439
20741    USB    -0.02767970
21272    USB    -0.01054841
22400    USB    -0.01179169

UTX
      ticker  signal_return
69       UTX     0.02906437
240      UTX    -0.02111420
1854     UTX     0.00186179
2259     UTX    -0.00987554
3415     UTX    -0.02389207
4430     UTX    -0.02717926
5120     UTX     0.03235994
5275     UTX     0.02464796
6274     UTX     0.01290084
6560     UTX    -0.02006556
7255     UTX    -0.00554572
7613     UTX    -0.01013522
7788     UTX     0.00239112
8273     UTX    -0.01788562
8683     UTX     0.02016642
9656     UTX    -0.01993190
10556    UTX     0.01299540
10928    UTX     0.03709271
11578    UTX     0.02697292
12003    UTX    -0.02307576
12434    UTX    -0.02220862
13609    UTX     0.05420858
13845    UTX    -0.00479842
14417    UTX    -0.02018814
15221    UTX     0.01845496
16610    UTX    -0.03447746
16884    UTX     0.01066068
17023    UTX     0.01544035
17382    UTX     0.00741304
17920    UTX    -0.02427831
18299    UTX    -0.01227627
18971    UTX    -0.00974761
19232    UTX    -0.00516130
19571    UTX     0.00388771
19803    UTX    -0.02091920
20508    UTX     0.00044435
20742    UTX    -0.01712325
21384    UTX     0.03419429
21639    UTX     0.00596720
21988    UTX    -0.00321080

V
      ticker  signal_return
253        V    -0.02950097
809        V    -0.03123533
1490       V    -0.01740799
1670       V     0.02537291
1855       V     0.00435020
2231       V    -0.07121653
3444       V     0.05477094
4884       V     0.00226062
4980       V    -0.00822265
6451       V    -0.00496376
6807       V     0.05523860
7007       V    -0.01242054
7256       V     0.01534078
7516       V     0.00045861
7909       V    -0.00980013
8410       V    -0.07252076
8528       V    -0.00147689
8771       V    -0.00620972
8920       V    -0.02499630
10875      V     0.05382958
12297      V     0.01398076
12448      V    -0.03859671
12665      V    -0.01029838
12832      V    -0.01124871
13559      V    -0.00013551
13809      V     0.00125374
14213      V    -0.04796772
15012      V     0.02087375
15287      V     0.01790425
16196      V    -0.04355588
16511      V     0.00762393
17523      V    -0.00234669
17690      V     0.01175985
19041      V    -0.04342112
19364      V    -0.04978082
20034      V    -0.01755486
20192      V    -0.00209327
20378      V     0.01276209
20564      V     0.00396130
20883      V     0.00566763
21835      V     0.00265428
22011      V     0.01449071
22263      V    -0.01667492

VAR
      ticker  signal_return
70       VAR     0.01206831
254      VAR    -0.02555369
477      VAR     0.01513626
2069     VAR     0.01501768
2315     VAR    -0.01398793
3689     VAR    -0.00430871
4647     VAR    -0.00582676
4924     VAR    -0.00446534
5146     VAR    -0.05194298
6019     VAR     0.00491401
6206     VAR    -0.00573496
6561     VAR    -0.03543975
7061     VAR     0.01689345
8429     VAR    -0.02138832
9502     VAR    -0.01205529
9657     VAR     0.01885991
9807     VAR    -0.01716533
10278    VAR    -0.03149958
10557    VAR    -0.03352269
11086    VAR    -0.03578322
11676    VAR     0.00724904
12016    VAR     0.02702867
12997    VAR    -0.02594002
13720    VAR     0.00666136
15122    VAR    -0.01277378
15288    VAR     0.03372841
16512    VAR    -0.03060899
16885    VAR     0.00162168
17129    VAR     0.07402654
17613    VAR     0.00186722
17737    VAR    -0.02804458
17972    VAR     0.01804225
18613    VAR     0.00546236
20060    VAR     0.09542583
21731    VAR     0.01217054
22094    VAR     0.03824807
22336    VAR    -0.00661352
22555    VAR    -0.00411898

VFC
      ticker  signal_return
241      VFC    -0.02415361
715      VFC     0.02487388
1004     VFC     0.00191921
1388     VFC     0.01556119
1791     VFC     0.01007963
4001     VFC    -0.02453524
5611     VFC     0.00390656
5756     VFC    -0.00675705
5877     VFC     0.01969544
6952     VFC     0.04272383
7173     VFC     0.02225500
7424     VFC    -0.01568712
7950     VFC    -0.03712379
8455     VFC     0.00173135
8849     VFC    -0.01453627
9670     VFC     0.00208406
10929    VFC     0.02097185
11150    VFC    -0.00798904
12435    VFC    -0.05745467
13458    VFC     0.06096735
13736    VFC    -0.04471002
14418    VFC     0.02519025
15797    VFC     0.00827545
16611    VFC    -0.04150113
17889    VFC     0.02300555
18210    VFC    -0.00036550
18475    VFC    -0.02125360
19850    VFC    -0.00038580
20193    VFC    -0.01521856
20966    VFC    -0.01477076
21090    VFC    -0.00091466
21363    VFC     0.02467533
21917    VFC    -0.02354852

VIAB
      ticker  signal_return
71      VIAB     0.01391853
1878    VIAB    -0.00372570
5342    VIAB     0.02225182
5817    VIAB    -0.01423372
6051    VIAB     0.00738106
6207    VIAB     0.00814261
6360    VIAB     0.05461475
8171    VIAB    -0.01187610
8456    VIAB    -0.04031271
9615    VIAB    -0.06402186
9776    VIAB    -0.00503088
10627   VIAB     0.01177046
10876   VIAB     0.07461434
11283   VIAB     0.11010494
11795   VIAB    -0.06642076
12298   VIAB     0.01178953
12638   VIAB    -0.05799599
12833   VIAB    -0.01441330
13130   VIAB     0.06276083
13560   VIAB    -0.06326811
14238   VIAB    -0.08708745
15473   VIAB    -0.00376648
16149   VIAB    -0.08711144
17838   VIAB     0.00431500
18012   VIAB    -0.07862866
19572   VIAB     0.00868836
19893   VIAB     0.03046675
20061   VIAB    -0.00647251
20277   VIAB     0.00613290
21103   VIAB     0.01415014
21640   VIAB     0.11628772
21836   VIAB    -0.04290513

VLO
      ticker  signal_return
641      VLO     0.02647629
940      VLO    -0.02866087
1223     VLO    -0.00702744
1389     VLO     0.06487192
1728     VLO     0.01362813
1942     VLO     0.02855661
2070     VLO    -0.03893342
3120     VLO     0.01577173
3773     VLO     0.00499012
4911     VLO    -0.02232370
5088     VLO    -0.02519233
6020     VLO     0.01042230
6208     VLO    -0.02682982
8172     VLO    -0.06765448
8464     VLO     0.00750301
8583     VLO     0.06535996
8741     VLO     0.02931033
9227     VLO    -0.00518747
10578    VLO     0.02180526
10768    VLO    -0.00449641
11344    VLO     0.01038072
12595    VLO     0.03552207
12899    VLO    -0.00151463
14077    VLO     0.09429137
15679    VLO     0.00499912
16257    VLO    -0.01285315
16730    VLO     0.01190851
17550    VLO    -0.00630349
17738    VLO    -0.02747326
18508    VLO     0.00945793
18908    VLO     0.02546692
19105    VLO     0.01235439
19480    VLO    -0.01566845
19694    VLO    -0.02271832
21309    VLO    -0.02585157
22113    VLO     0.00080096

VMC
      ticker  signal_return
72       VMC     0.01833873
810      VMC    -0.02398639
1005     VMC    -0.02630346
2316     VMC     0.00601677
2634     VMC     0.00516483
3053     VMC    -0.02242016
3774     VMC    -0.04918249
3932     VMC     0.02251005
6126     VMC     0.03542719
6275     VMC     0.02743292
7112     VMC     0.03409758
8313     VMC     0.02010545
8529     VMC     0.07042409
8708     VMC    -0.00037154
8850     VMC     0.02659158
9671     VMC     0.02393850
9777     VMC     0.00970193
10902    VMC    -0.06355351
11243    VMC     0.00187227
11470    VMC    -0.11091541
11942    VMC    -0.07768405
12858    VMC    -0.00633619
13561    VMC     0.03444843
14419    VMC     0.04714611
14670    VMC     0.01231225
15123    VMC     0.00734170
15597    VMC     0.01272989
15708    VMC     0.01404932
15979    VMC    -0.01787047
16751    VMC     0.03395088
17673    VMC     0.04095919
18837    VMC     0.11751388
20252    VMC    -0.02317277
20565    VMC    -0.04182879
21072    VMC    -0.06639948
21617    VMC    -0.01838518
21774    VMC    -0.04485548

VNO
      ticker  signal_return
642      VNO     0.00524116
853      VNO    -0.01259129
2104     VNO     0.00087203
2293     VNO    -0.02099785
2679     VNO     0.02168050
3054     VNO     0.01073319
3482     VNO    -0.01072961
3629     VNO     0.00238474
3775     VNO     0.01567171
3919     VNO     0.01204565
4202     VNO     0.00799930
5878     VNO     0.00546609
6021     VNO     0.00714218
6276     VNO    -0.05652562
6868     VNO     0.00248785
7425     VNO     0.01149694
7614     VNO    -0.00860659
7789     VNO     0.01447573
7951     VNO     0.01284743
8034     VNO     0.01202258
8201     VNO     0.00033219
8984     VNO    -0.01035983
9658     VNO     0.01961325
10192    VNO    -0.01185139
10472    VNO    -0.00218375
11677    VNO     0.02906413
12299    VNO     0.01274031
12596    VNO    -0.07831615
13721    VNO     0.04489697
14060    VNO     0.05808357
15222    VNO    -0.00860332
15785    VNO    -0.01946433
16318    VNO    -0.00974717
16687    VNO     0.00339017
16886    VNO     0.00236850
17043    VNO     0.03461754
17209    VNO    -0.01803882
18211    VNO     0.00804224
18509    VNO     0.03928014
18719    VNO    -0.03619592
19573    VNO    -0.00976832
19766    VNO    -0.03373495
20379    VNO     0.00740169
21044    VNO     0.01749896
21499    VNO     0.03006103
22305    VNO    -0.03890036

VRSK
      ticker  signal_return
130     VRSK    -0.01095401
498     VRSK     0.02386678
2616    VRSK    -0.01592898
3280    VRSK     0.02722767
3465    VRSK     0.00964527
5178    VRSK    -0.05129329
5532    VRSK    -0.00219780
7790    VRSK    -0.00138878
8482    VRSK     0.00508289
8638    VRSK     0.00532388
8851    VRSK    -0.02078815
9616    VRSK    -0.05840685
11123   VRSK    -0.00779109
11796   VRSK    -0.02073903
12149   VRSK     0.00221212
14078   VRSK     0.02917119
14868   VRSK     0.00360732
15013   VRSK     0.00101691
16688   VRSK     0.02821199
16832   VRSK     0.01230202
20300   VRSK     0.00448590
20854   VRSK    -0.00374065
21641   VRSK    -0.02508977
22556   VRSK    -0.00718738

VRSN
      ticker  signal_return
148     VRSN     0.02312468
688     VRSN     0.01272949
1169    VRSN     0.00326146
1390    VRSN     0.00790240
1729    VRSN     0.02305187
1956    VRSN     0.01586810
2179    VRSN    -0.00223857
2635    VRSN     0.01820881
3725    VRSN    -0.02657894
4569    VRSN    -0.01345968
5189    VRSN    -0.04394493
6691    VRSN     0.02045545
7045    VRSN     0.00305470
8639    VRSN     0.03424174
8820    VRSN    -0.00156226
9145    VRSN     0.00215186
9265    VRSN    -0.00704070
9350    VRSN     0.00517026
10043   VRSN     0.01243456
10558   VRSN    -0.02763672
10850   VRSN     0.01633998
11030   VRSN     0.04630524
12128   VRSN     0.02372399
12232   VRSN     0.00265252
12339   VRSN     0.05193302
12597   VRSN    -0.00589103
12779   VRSN     0.07851914
13023   VRSN    -0.01279335
13610   VRSN     0.05119228
14214   VRSN    -0.10455205
14553   VRSN    -0.00992116
15877   VRSN    -0.01237522
16612   VRSN    -0.04060426
17451   VRSN     0.00779654
18642   VRSN    -0.05914132
20899   VRSN     0.00266035
22220   VRSN     0.00723428

VRTX
      ticker  signal_return
444     VRTX    -0.01552549
979     VRTX     0.09819438
2105    VRTX     0.04841869
2260    VRTX    -0.07504430
3271    VRTX     0.08520296
3445    VRTX     0.04314090
3552    VRTX    -0.08970367
4431    VRTX    -0.10579248
4682    VRTX     0.02450223
5990    VRTX     0.09069935
6984    VRTX    -0.03974263
8314    VRTX    -0.10912074
9102    VRTX    -0.01530481
10709   VRTX    -0.10221221
10804   VRTX    -0.01897619
11202   VRTX     0.01908814
11797   VRTX    -0.06688338
12034   VRTX    -0.10905238
13611   VRTX     0.12286548
16043   VRTX     0.01724181
17249   VRTX     0.03654415
18071   VRTX     0.00047070
18300   VRTX    -0.01579428
18614   VRTX    -0.02410069
19671   VRTX    -0.02502851
20278   VRTX    -0.01774359
20649   VRTX     0.00769488
20855   VRTX    -0.01301583
21115   VRTX     0.05493908
21580   VRTX    -0.04719138
22164   VRTX     0.01118319
22608   VRTX    -0.02797806

VTR
      ticker  signal_return
854      VTR    -0.02694526
1301     VTR     0.02619789
1477     VTR     0.00848211
2680     VTR    -0.02460525
3055     VTR    -0.02878330
3483     VTR     0.03061542
3830     VTR     0.02606783
5554     VTR    -0.00534965
5879     VTR     0.00114463
6052     VTR    -0.02038391
6452     VTR     0.01227195
6591     VTR     0.00059365
6869     VTR    -0.00365578
7099     VTR    -0.01244949
7257     VTR     0.03799528
7647     VTR     0.00246036
8013     VTR     0.02504228
8251     VTR     0.02444190
8985     VTR    -0.00285674
9659     VTR     0.00640654
10080    VTR     0.01696407
10473    VTR    -0.01811382
11429    VTR    -0.00582474
11892    VTR    -0.01056067
12704    VTR     0.02268754
14239    VTR    -0.00795549
14492    VTR    -0.01551259
14671    VTR     0.03404094
15014    VTR     0.00504892
15413    VTR    -0.02759452
15680    VTR     0.00244163
15866    VTR    -0.02606943
16121    VTR     0.01913793
16258    VTR    -0.00317782
16613    VTR     0.03867351
17076    VTR     0.03039424
17839    VTR     0.00119592
18301    VTR    -0.02015445
18692    VTR     0.03197652
18909    VTR    -0.00099092
20597    VTR    -0.00842257
20900    VTR    -0.01330470
21226    VTR     0.01425563
21940    VTR    -0.00282171
22418    VTR     0.02291284
22579    VTR     0.01173075

VVEDEN
       ticker  signal_return
93     VVEDEN     0.02598641
255    VVEDEN     0.02905819
327    VVEDEN     0.01884411
445    VVEDEN     0.01826214
581    VVEDEN     0.01960940
855    VVEDEN     0.02078185
1006   VVEDEN     0.03060255
1130   VVEDEN     0.02168422
1302   VVEDEN     0.02440653
1478   VVEDEN     0.02418536
1588   VVEDEN     0.03077123
1730   VVEDEN     0.02263239
1879   VVEDEN     0.01971521
2002   VVEDEN     0.03497669
2180   VVEDEN     0.02571091
2364   VVEDEN     0.03376014
2584   VVEDEN     0.01788357
2713   VVEDEN     0.02333453
2853   VVEDEN     0.03161972
2987   VVEDEN     0.02327463
3148   VVEDEN     0.02767261
3272   VVEDEN     0.03376589
3365   VVEDEN     0.03148720
3497   VVEDEN     0.04411748
3647   VVEDEN     0.03042736
3793   VVEDEN     0.03115409
3947   VVEDEN     0.02555170
4057   VVEDEN     0.03642639
4151   VVEDEN     0.03569611
4337   VVEDEN     0.03419604
...       ...            ...
18212  VVEDEN     0.05528144
18338  VVEDEN     0.05206554
18455  VVEDEN     0.04903913
18659  VVEDEN     0.03763069
18838  VVEDEN     0.04649753
19072  VVEDEN     0.05409698
19233  VVEDEN     0.03660262
19400  VVEDEN     0.05297636
19587  VVEDEN     0.04825081
19672  VVEDEN     0.05466374
19723  VVEDEN     0.04906489
19827  VVEDEN     0.05593236
19906  VVEDEN     0.03863856
20082  VVEDEN     0.05024159
20225  VVEDEN     0.05547254
20409  VVEDEN     0.05529172
20598  VVEDEN     0.04046417
20784  VVEDEN     0.05180797
20916  VVEDEN     0.04778804
21045  VVEDEN     0.05561646
21129  VVEDEN     0.04315787
21201  VVEDEN     0.05076028
21310  VVEDEN     0.04742802
21500  VVEDEN     0.05745201
21679  VVEDEN     0.05498116
21806  VVEDEN     0.05696723
21989  VVEDEN     0.04613952
22165  VVEDEN     0.04862410
22363  VVEDEN     0.04594733
22510  VVEDEN     0.04965891

[155 rows x 2 columns]

VZ
      ticker  signal_return
689       VZ     0.01390014
2585      VZ    -0.01071592
2819      VZ    -0.00671944
3484      VZ    -0.02712244
3933      VZ    -0.01099026
4047      VZ     0.01356159
4228      VZ    -0.00963669
4952      VZ     0.00850901
5209      VZ    -0.02691979
6749      VZ     0.00737864
7100      VZ    -0.01992373
7648      VZ    -0.00561435
9525      VZ     0.00776201
10144     VZ    -0.00042337
10279     VZ    -0.01121349
10559     VZ    -0.01021068
11073     VZ    -0.02457020
11798     VZ    -0.02799081
12548     VZ    -0.02374383
13339     VZ    -0.02411822
13913     VZ     0.06042452
14041     VZ    -0.00039409
14461     VZ     0.01924617
14754     VZ    -0.00565399
15015     VZ     0.00073978
16319     VZ     0.01201382
16689     VZ     0.01106649
17841     VZ    -0.00115718
18213     VZ    -0.00059660
18432     VZ     0.01228517
18720     VZ    -0.01940989
19042     VZ    -0.04509177
19637     VZ     0.01370270
19737     VZ    -0.02312952
21425     VZ     0.02518157
21837     VZ    -0.00220119

WAT
      ticker  signal_return
201      WAT     0.00103127
288      WAT    -0.02958015
1572     WAT     0.02244740
2142     WAT     0.01885034
2392     WAT    -0.04814731
2769     WAT     0.01118223
3794     WAT    -0.02709599
6150     WAT     0.02430427
6504     WAT    -0.01841749
6619     WAT     0.02606401
6808     WAT     0.02040522
7075     WAT     0.00746108
7218     WAT    -0.00025881
8076     WAT    -0.04591936
8376     WAT     0.00108864
9103     WAT    -0.00611820
9760     WAT     0.00130283
9909     WAT     0.01142187
10335    WAT    -0.04709929
11678    WAT    -0.01656135
12086    WAT    -0.03839259
12598    WAT    -0.00052952
12936    WAT    -0.02338847
13340    WAT    -0.04860292
13647    WAT     0.00182590
13992    WAT    -0.00399372
14133    WAT    -0.02514242
15016    WAT    -0.00510108
15289    WAT     0.01231806
16093    WAT     0.00207284
16711    WAT     0.02577874
16888    WAT     0.00796226
17130    WAT     0.01357690
17541    WAT    -0.02693217
18510    WAT     0.00847739
19119    WAT    -0.01015685
19365    WAT    -0.03208753
19933    WAT    -0.03025770
20410    WAT     0.00960111
20599    WAT    -0.00963708
20967    WAT    -0.01521208
21330    WAT     0.07108853
21941    WAT     0.01279143
22166    WAT     0.03388114
22364    WAT    -0.00743378

WBA
      ticker  signal_return
94       WBA     0.04942441
582      WBA     0.02062283
2071     WBA    -0.02065677
2714     WBA     0.02019959
4177     WBA     0.06122831
4570     WBA    -0.02515605
5401     WBA    -0.05327579
6953     WBA     0.02674840
7665     WBA     0.01859067
7895     WBA    -0.00405999
8595     WBA    -0.02675339
8821     WBA     0.03447774
9051     WBA     0.03624894
9190     WBA    -0.03388983
9351     WBA    -0.03404304
10711    WBA     0.07048812
10960    WBA    -0.00062105
11799    WBA    -0.05071576
12466    WBA    -0.07561264
12760    WBA    -0.02977614
14215    WBA    -0.05341010
14834    WBA    -0.01171299
15124    WBA    -0.06344723
15878    WBA    -0.00872231
16412    WBA    -0.02126855
17755    WBA    -0.03938607
18407    WBA    -0.06423075
19146    WBA     0.01306285
19562    WBA    -0.00359483
22511    WBA     0.02713695

WDC
      ticker  signal_return
522      WDC     0.04832077
1224     WDC    -0.01353883
1467     WDC     0.00771397
1573     WDC     0.00177260
1656     WDC     0.01180852
2003     WDC     0.02581681
2181     WDC    -0.02192896
3366     WDC    -0.02447482
4822     WDC    -0.00169527
4953     WDC     0.01713777
6096     WDC     0.00707098
6278     WDC     0.08309276
6563     WDC    -0.04783845
7219     WDC     0.01463155
7574     WDC     0.00531563
7791     WDC     0.00647596
9229     WDC     0.01880430
10287    WDC     0.02705124
10439    WDC     0.09290621
10726    WDC    -0.02345810
11987    WDC     0.03790583
12450    WDC    -0.01007416
12727    WDC     0.01777260
13155    WDC     0.00531939
13612    WDC     0.15915808
13924    WDC    -0.14689241
14216    WDC    -0.02054624
15709    WDC     0.04753210
15850    WDC    -0.10997738
16173    WDC    -0.06950998
16413    WDC    -0.06152368
16889    WDC    -0.01242252
17131    WDC    -0.17638462
17921    WDC     0.01785923
18013    WDC     0.04051732
19481    WDC    -0.02905134
19894    WDC     0.08853488
21116    WDC     0.01596719
21202    WDC    -0.01192951
21559    WDC     0.01835526
22131    WDC    -0.01489847
22647    WDC    -0.04679319

WEC
      ticker  signal_return
1982     WEC    -0.01672856
2476     WEC    -0.01344836
2739     WEC     0.02328099
3149     WEC     0.01387047
3367     WEC     0.00556985
3577     WEC    -0.00961546
3726     WEC    -0.01763348
5321     WEC     0.02157106
6505     WEC     0.03402412
6641     WEC     0.00207297
6809     WEC    -0.00667951
7616     WEC    -0.01445427
7792     WEC     0.04845108
7952     WEC    -0.04727041
8232     WEC     0.02055352
8987     WEC     0.00393335
10112    WEC     0.00889859
11316    WEC     0.03022341
12112    WEC    -0.01078178
12272    WEC     0.01367959
13024    WEC    -0.00910226
13738    WEC     0.01163022
13993    WEC     0.03060545
14217    WEC    -0.02183831
14420    WEC    -0.02638860
14755    WEC     0.00102041
15017    WEC    -0.01028937
15799    WEC    -0.03679940
16062    WEC     0.01965665
16230    WEC     0.01307208
16320    WEC     0.00031591
16614    WEC     0.02056865
17452    WEC    -0.01963273
17842    WEC    -0.02836360
18157    WEC     0.01473452
18972    WEC    -0.00144170
19876    WEC    -0.01562266
20566    WEC     0.01423690
21031    WEC     0.00689092
21710    WEC    -0.00466838
21990    WEC     0.01594879
22167    WEC     0.00983043
22461    WEC     0.00172373

WFC
      ticker  signal_return
411      WFC    -0.02743890
1268     WFC     0.01865811
1426     WFC    -0.01700528
1731     WFC     0.01348534
2035     WFC     0.01039871
3056     WFC     0.02263449
3250     WFC     0.00142668
4114     WFC     0.01837089
4338     WFC     0.00154829
4648     WFC     0.00018905
5423     WFC    -0.01358934
5932     WFC    -0.00726303
6538     WFC    -0.03263787
6954     WFC     0.00018679
7427     WFC     0.01004483
7896     WFC    -0.01178724
9052     WFC    -0.00144014
9761     WFC    -0.00950083
9910     WFC    -0.00586825
10082    WFC     0.00525764
10336    WFC    -0.00922789
10961    WFC    -0.00961546
11679    WFC     0.00799930
12705    WFC    -0.02318524
13460    WFC     0.04232499
13810    WFC     0.02404759
14218    WFC    -0.03673624
15541    WFC    -0.01823277
16513    WFC    -0.02846860
17614    WFC     0.00863893
18014    WFC     0.02367375
18973    WFC     0.01651978
19366    WFC     0.05286548
20380    WFC     0.00653260
20743    WFC    -0.02577725
21227    WFC     0.03781845

WHR
      ticker  signal_return
131      WHR     0.03526709
1449     WHR    -0.03340395
1732     WHR     0.01051132
2448     WHR    -0.01038306
4465     WHR    -0.00532644
5343     WHR    -0.03384530
5992     WHR    -0.03281335
6666     WHR     0.07833401
6871     WHR     0.02161873
7175     WHR     0.04501414
7428     WHR     0.01418690
7793     WHR     0.01007920
8077     WHR    -0.00688234
8500     WHR    -0.03359991
9443     WHR    -0.03569495
9574     WHR     0.02257184
10560    WHR     0.01472490
10904    WHR    -0.05195508
11988    WHR     0.08225076
13562    WHR     0.02665058
13811    WHR    -0.03498409
14431    WHR     0.04187999
14673    WHR     0.07726458
15078    WHR     0.00055435
15290    WHR     0.00601402
16514    WHR    -0.02850060
17025    WHR     0.03714125
17187    WHR    -0.01661507
17922    WHR     0.00357011
18511    WHR     0.01004436
19482    WHR     0.01252196
19673    WHR     0.01180586
19767    WHR    -0.01286418
19971    WHR    -0.07716644
21167    WHR    -0.01611247
21501    WHR     0.01090617
22264    WHR     0.00572375
22462    WHR    -0.01398768

WLTW
      ticker  signal_return
15650   WLTW    -0.02020919
16094   WLTW     0.00642591
16615   WLTW    -0.08923252
17739   WLTW    -0.04984089
17990   WLTW     0.00845426
18096   WLTW    -0.01296307
18788   WLTW    -0.03945782
19804   WLTW    -0.01630190
20465   WLTW    -0.00085740
20744   WLTW    -0.03375946
21104   WLTW    -0.00823934
21470   WLTW     0.01446353
21642   WLTW     0.05763090
22168   WLTW    -0.00863019
22491   WLTW    -0.02296758

WM
      ticker  signal_return
782       WM    -0.01770783
1225      WM     0.02186241
1391      WM    -0.01717485
2205      WM     0.02887775
2385      WM     0.01308475
2955      WM    -0.02422369
3776      WM     0.00682441
4203      WM    -0.00099626
4432      WM    -0.01220078
5237      WM    -0.02419921
5472      WM     0.02121751
5837      WM     0.00126770
6667      WM     0.01368748
6872      WM     0.01138918
7794      WM     0.00978290
8233      WM     0.01839786
8709      WM     0.00977777
8921      WM    -0.01470862
9146      WM    -0.02221702
9618      WM     0.02867507
10280     WM     0.00020962
10409     WM     0.02113431
11088     WM     0.01601933
11285     WM     0.00483326
11471     WM    -0.06210986
12202     WM    -0.00853490
12467     WM    -0.00535106
14308     WM     0.02718684
14462     WM     0.01185509
14606     WM     0.02008824
14914     WM     0.00101454
15681     WM     0.01478831
15827     WM    -0.01664801
16150     WM     0.01173741
16280     WM    -0.00397741
16515     WM     0.04256616
16731     WM     0.00594620
17843     WM    -0.00095572
18339     WM    -0.01192216
18660     WM    -0.01472871
18910     WM     0.04084625
19147     WM     0.01229289
19574     WM     0.00550111
20466     WM     0.01084505
20968     WM    -0.01543430
21426     WM    -0.01481911
21871     WM     0.00323329

WMB
      ticker  signal_return
242      WMB    -0.01394037
856      WMB    -0.04889741
1075     WMB    -0.01610156
1821     WMB     0.02547072
2004     WMB     0.00383779
2449     WMB     0.02265549
2663     WMB    -0.01434675
2854     WMB    -0.01777611
3057     WMB    -0.02445806
3831     WMB     0.01627543
4031     WMB     0.02648874
4115     WMB     0.00085306
4339     WMB    -0.00220513
4499     WMB     0.04945297
5684     WMB    -0.02521428
6361     WMB    -0.01718900
7649     WMB     0.02489943
9419     WMB     0.01417920
9808     WMB    -0.00056396
10257    WMB    -0.02832456
10386    WMB    -0.07646166
11919    WMB    -0.07117805
12087    WMB    -0.12818342
13025    WMB     0.09200832
13211    WMB    -0.04979428
13563    WMB     0.11942193
14219    WMB    -0.29638069
15598    WMB    -0.03874083
15879    WMB     0.02841621
16151    WMB    -0.06997099
16936    WMB     0.04434122
17262    WMB    -0.01096760
17383    WMB     0.06579628
17714    WMB     0.02660155
19695    WMB    -0.01330397
19805    WMB    -0.12676838
21153    WMB     0.02253243
21471    WMB    -0.01570199

WMT
      ticker  signal_return
412      WMT    -0.03835339
884      WMT     0.00246003
1064     WMT     0.00942322
1226     WMT    -0.00278587
1392     WMT     0.01615745
2232     WMT     0.02714015
2586     WMT    -0.01502555
3485     WMT    -0.01676810
3727     WMT     0.00633957
4529     WMT    -0.01298375
4721     WMT    -0.01115105
5322     WMT    -0.01146411
5787     WMT    -0.02270452
6304     WMT    -0.03962979
7047     WMT     0.05068258
7176     WMT     0.01374918
7429     WMT    -0.03421634
8035     WMT    -0.02271658
9016     WMT    -0.01273350
9425     WMT     0.00075748
9911     WMT     0.01635705
10024    WMT     0.01642608
10167    WMT     0.00940923
10561    WMT    -0.03264528
11487    WMT     0.09631817
12250    WMT     0.02342738
12436    WMT     0.01834914
12775    WMT    -0.06268684
13341    WMT     0.03100280
13564    WMT    -0.03076205
14016    WMT     0.00959815
14421    WMT    -0.02832206
14703    WMT    -0.00323625
15369    WMT    -0.00559823
15897    WMT    -0.10981613
15927    WMT     0.01265930
16690    WMT     0.01116721
16833    WMT    -0.00297499
17364    WMT    -0.01388911
17844    WMT    -0.03590523
18233    WMT     0.01642598
19861    WMT     0.00717599
20083    WMT    -0.01271204
21203    WMT     0.00806070
21311    WMT     0.01557706
21502    WMT     0.00436538
21680    WMT     0.00387263
21942    WMT     0.00988138
22221    WMT    -0.01108743

WRK
      ticker  signal_return
12004    WRK     0.02590570
12780    WRK    -0.05807229
13131    WRK     0.03717735
13613    WRK     0.12373321
13846    WRK     0.12798299
14291    WRK    -0.05269512
15505    WRK     0.02688139
16414    WRK    -0.06571162
16944    WRK     0.01447947
17384    WRK     0.00660504
17563    WRK     0.03013411
19043    WRK     0.02882899
19416    WRK    -0.01263502
19972    WRK    -0.01284814
21244    WRK    -0.06318300
22401    WRK     0.00331040
22557    WRK    -0.01600312

WU
      ticker  signal_return
73        WU     0.00461539
764       WU     0.00521106
941       WU    -0.02288161
2365      WU     0.02183773
2587      WU    -0.03183120
4667      WU     0.03760725
4954      WU    -0.01191503
6022      WU     0.01959646
6151      WU     0.00312208
6453      WU    -0.01519979
6955      WU     0.04732305
7430      WU    -0.00431500
8684      WU     0.01305843
8852      WU     0.00254777
9266      WU    -0.01581061
9672      WU     0.03149867
10604     WU    -0.00210416
11031     WU    -0.08181470
11800     WU    -0.03588572
13242     WU    -0.02441853
13377     WU     0.04349772
13722     WU    -0.01910506
14525     WU    -0.01743769
15160     WU     0.01810915
15599     WU    -0.07643486
16516     WU    -0.04802976
16945     WU     0.00643726
17132     WU    -0.03896597
17281     WU     0.01867423
19148     WU     0.00521205
19417     WU     0.00736991
19768     WU    -0.00402415
20062     WU    -0.00712109
21918     WU    -0.01938756

WY
      ticker  signal_return
643       WY     0.00961705
857       WY    -0.02682812
3486      WY     0.02806080
3920      WY     0.00197044
4116      WY     0.01861414
4683      WY     0.00866610
5555      WY     0.00908431
6892      WY     0.00378513
7295      WY     0.01510215
7617      WY    -0.01450514
8938      WY     0.02601388
9309      WY     0.01202049
9394      WY     0.01194983
9709      WY    -0.02632148
10288     WY    -0.01991793
10877     WY     0.02356956
11801     WY     0.00819823
12599     WY    -0.04149973
12834     WY     0.01090184
12937     WY    -0.00993488
13565     WY     0.06415980
13812     WY     0.05206819
14220     WY    -0.01568826
14835     WY     0.00860647
15018     WY    -0.00808935
15291     WY     0.00471032
15506     WY    -0.00434918
16281     WY     0.00593059
16517     WY    -0.08267454
17133     WY    -0.01438433
18721     WY    -0.03043490
19483     WY    -0.04980799
20346     WY     0.00560722
20745     WY    -0.01389116
21189     WY     0.00058106
21943     WY    -0.01427078

WYN
      ticker  signal_return
690      WYN     0.04774394
1227     WYN     0.03666121
1393     WYN     0.01566247
1792     WYN     0.00478503
1943     WYN    -0.01614262
3090     WYN    -0.04383227
4229     WYN    -0.00643434
4885     WYN     0.00378023
5179     WYN    -0.03178592
5494     WYN     0.00128805
6506     WYN    -0.05650164
7431     WYN     0.01995316
7911     WYN    -0.00339043
8316     WYN    -0.02766428
8596     WYN     0.02617428
8922     WYN    -0.03547468
9575     WYN     0.01023979
10168    WYN    -0.00654569
10440    WYN    -0.00385125
11089    WYN    -0.00692301
11286    WYN    -0.00475655
11579    WYN     0.00478499
12468    WYN     0.02498293
13243    WYN    -0.03535407
13461    WYN     0.03240686
13739    WYN    -0.00478327
14221    WYN    -0.08473717
14494    WYN    -0.00655214
14674    WYN     0.05430105
15800    WYN     0.02265020
15913    WYN    -0.00527866
16616    WYN    -0.06854425
16834    WYN     0.03143020
17044    WYN    -0.06869421
17845    WYN    -0.01336720
18566    WYN    -0.02680123
19044    WYN     0.02126565
19186    WYN    -0.02529932
19418    WYN     0.02407853
19973    WYN    -0.00176924
20253    WYN     0.05578658
21245    WYN     0.02974155
21427    WYN     0.04202837
22222    WYN    -0.03211262
22633    WYN    -0.03339828

WYNN
      ticker  signal_return
74      WYNN     0.01420237
243     WYNN     0.03296512
360     WYNN    -0.01802873
478     WYNN     0.04286241
691     WYNN    -0.02199442
1527    WYNN     0.04606115
1733    WYNN     0.02314048
1904    WYNN     0.04164736
2036    WYNN     0.02315999
2233    WYNN    -0.11727899
2477    WYNN     0.02062116
2715    WYNN    -0.01513921
2876    WYNN     0.06008093
3058    WYNN    -0.03204667
3777    WYNN    -0.11228238
5685    WYNN     0.04328121
7534    WYNN     0.09011867
7706    WYNN    -0.07648914
8998    WYNN     0.05568493
9619    WYNN    -0.04423989
9871    WYNN     0.00234379
9976    WYNN     0.03977407
10489   WYNN    -0.07369338
11431   WYNN     0.11972427
11802   WYNN     0.01887471
11865   WYNN    -0.02846821
11911   WYNN    -0.00857516
11971   WYNN     0.20137206
12100   WYNN    -0.24286512
13648   WYNN    -0.04037816
14309   WYNN     0.07128898
14432   WYNN     0.03902410
14869   WYNN    -0.01273766
15166   WYNN    -0.02347573
17890   WYNN    -0.04043357
18764   WYNN     0.02580714
20901   WYNN     0.06800805
21091   WYNN     0.01463293
21503   WYNN     0.00525814
21872   WYNN    -0.02983638
22223   WYNN     0.00849737
22558   WYNN    -0.00921732

XEC
      ticker  signal_return
75       XEC     0.01087863
262      XEC     0.03300769
361      XEC    -0.01691674
583      XEC    -0.03273002
2122     XEC    -0.11113482
2716     XEC     0.04786959
3273     XEC     0.00586266
3661     XEC    -0.01110346
3921     XEC    -0.02693848
4649     XEC     0.01048899
5121     XEC    -0.00192189
6023     XEC    -0.01112722
6209     XEC     0.05087247
6507     XEC    -0.03404899
8202     XEC    -0.08707486
8742     XEC    -0.03813136
9327     XEC     0.00711689
9395     XEC    -0.02205064
10562    XEC     0.02268721
10905    XEC     0.01607816
12088    XEC    -0.13815364
12203    XEC    -0.00262209
13132    XEC     0.10989766
13252    XEC    -0.04835908
13566    XEC    -0.03717009
14576    XEC    -0.01095324
14704    XEC     0.01762069
15181    XEC     0.03462963
15542    XEC    -0.05439184
16174    XEC    -0.05757473
17282    XEC     0.03502258
17542    XEC     0.01123692
18214    XEC     0.00229161
18765    XEC    -0.03126773
20826    XEC    -0.02920277
21057    XEC    -0.03325243
22039    XEC     0.05716877
22265    XEC     0.04588275
22463    XEC     0.05469413

XEL
      ticker  signal_return
2450     XEL    -0.00944228
2770     XEL     0.02084810
2988     XEL    -0.01329365
3161     XEL    -0.01348782
3446     XEL    -0.00228572
3578     XEL    -0.00350598
3728     XEL    -0.02407465
4770     XEL    -0.01942417
5402     XEL    -0.03383407
5788     XEL    -0.03796534
6539     XEL    -0.00767463
6750     XEL     0.01172065
6956     XEL    -0.02014883
7443     XEL     0.01792992
7632     XEL    -0.02310906
7795     XEL     0.04263500
7953     XEL    -0.03691465
8988     XEL    -0.01211062
9809     XEL    -0.05247980
10145    XEL    -0.01076106
11176    XEL     0.01659077
11391    XEL     0.01665780
12273    XEL     0.02150035
13847    XEL    -0.01189525
13994    XEL     0.03914905
14134    XEL    -0.01812430
14590    XEL     0.00444193
14756    XEL     0.00487568
15019    XEL    -0.01718963
16122    XEL     0.01318597
16282    XEL     0.00116782
16518    XEL     0.03360898
16732    XEL    -0.03988362
17650    XEL    -0.02848104
17846    XEL    -0.01858600
18158    XEL     0.00354251
18974    XEL    -0.00823898
20254    XEL    -0.01075665
20509    XEL     0.02972125
20759    XEL    -0.01794802
20969    XEL     0.01038853
21288    XEL    -0.00133185
21807    XEL     0.00590617
21991    XEL     0.02727054
22169    XEL    -0.00020875

XL
      ticker  signal_return
584       XL    -0.00188976
1637      XL    -0.04774569
2366      XL     0.00243267
2588      XL    -0.03440143
3368      XL    -0.01191065
4002      XL    -0.00925361
4276      XL    -0.00696023
4897      XL     0.02230576
5424      XL    -0.02561473
7177      XL     0.01989833
7618      XL    -0.04055316
8923      XL    -0.00301494
9104      XL     0.00812352
9267      XL     0.00026785
10337     XL    -0.02573671
11364     XL     0.01450388
11803     XL    -0.01349913
13055     XL    -0.03960914
13265     XL     0.01824683
13614     XL     0.02640876
14253     XL    -0.01032305
15611     XL    -0.01153976
16519     XL    -0.05781598
17188     XL    -0.03801415
18817     XL     0.08208899
20162     XL     0.01326550
20301     XL     0.02722941
20534     XL    -0.00170089
21472     XL     0.00861043
22170     XL    -0.02761517
22512     XL    -0.01440848

XLNX
      ticker  signal_return
132     XLNX    -0.01912917
1228    XLNX    -0.02571898
2182    XLNX     0.01383670
2740    XLNX     0.03693716
2941    XLNX     0.01653559
3091    XLNX    -0.02614776
3251    XLNX    -0.02584646
3778    XLNX     0.01095489
3879    XLNX    -0.01350983
5147    XLNX    -0.00844702
6279    XLNX     0.09444753
7258    XLNX     0.01132465
7468    XLNX     0.02989148
8131    XLNX     0.00803795
8317    XLNX    -0.00076972
9368    XLNX    -0.00560546
9853    XLNX     0.04008378
9999    XLNX    -0.00620826
10712   XLNX    -0.01022236
10930   XLNX     0.01110586
12176   XLNX     0.02025667
12274   XLNX     0.02896901
12469   XLNX    -0.03346728
12907   XLNX    -0.00468290
13378   XLNX     0.06029716
13723   XLNX    -0.10993130
15612   XLNX     0.00324375
16959   XLNX     0.00165255
17134   XLNX     0.02110371
17315   XLNX     0.00767854
17493   XLNX     0.02016875
19484   XLNX     0.02553026
19603   XLNX     0.00016615
19696   XLNX    -0.04338351
21211   XLNX    -0.00889053
21535   XLNX    -0.02293174
21873   XLNX    -0.02302505
22337   XLNX    -0.04505470

XOM
      ticker  signal_return
328      XOM     0.00162848
458      XOM    -0.02493316
1007     XOM     0.01612179
1269     XOM    -0.00273282
1657     XOM     0.01318161
1856     XOM    -0.01387179
2478     XOM     0.01030166
3613     XOM     0.00070018
3779     XOM     0.01705255
4650     XOM    -0.02555738
5323     XOM     0.00679481
5838     XOM    -0.00278509
6097     XOM     0.01013072
6362     XOM     0.01337593
8999     XOM     0.00470811
10563    XOM    -0.00060354
10984    XOM    -0.02278502
11203    XOM    -0.00880052
11580    XOM    -0.00374783
12275    XOM     0.01715684
12437    XOM    -0.00289645
12600    XOM    -0.03096223
13649    XOM    -0.03611559
14326    XOM    -0.00587086
14577    XOM    -0.02457126
15317    XOM     0.01579408
15600    XOM    -0.00589571
15786    XOM     0.00328475
15914    XOM    -0.00344617
16175    XOM    -0.00309153
16654    XOM     0.00539317
16890    XOM    -0.00506811
17232    XOM    -0.03130092
17891    XOM     0.01548572
19563    XOM     0.02419921
20123    XOM     0.01344074
20255    XOM    -0.02040887
20535    XOM    -0.02549696
22266    XOM    -0.03254634

XRAY
      ticker  signal_return
76      XRAY    -0.01427640
644     XRAY    -0.00906986
942     XRAY     0.01168858
1095    XRAY     0.01680015
2367    XRAY    -0.00652318
4340    XRAY    -0.00104439
5425    XRAY    -0.03807132
5631    XRAY    -0.01061736
6098    XRAY    -0.00154134
6363    XRAY     0.00556608
6770    XRAY     0.04557952
6985    XRAY    -0.00519282
7132    XRAY     0.03492745
7432    XRAY     0.01882854
8252    XRAY    -0.00377022
10338   XRAY    -0.01463088
11124   XRAY     0.04902052
11392   XRAY    -0.00947043
12352   XRAY     0.02597993
12527   XRAY     0.01605013
13026   XRAY    -0.02818457
13615   XRAY     0.00881218
14297   XRAY    -0.03465649
14618   XRAY    -0.02628741
16197   XRAY    -0.01582237
17847   XRAY    -0.01011301
18015   XRAY    -0.00486187
18302   XRAY    -0.02000922
18512   XRAY    -0.02848404
20436   XRAY     0.03319337
20650   XRAY    -0.01538858
21681   XRAY    -0.04093682
21919   XRAY    -0.02224463

XRX
      ticker  signal_return
479      XRX     0.01398624
692      XRX    -0.11652352
1287     XRX     0.00355872
1491     XRX    -0.00870328
1734     XRX     0.04003871
2183     XRX    -0.05218575
2589     XRX     0.00096108
3675     XRX     0.01081092
4204     XRX     0.03968775
4433     XRX    -0.02825934
5051     XRX    -0.01084441
5473     XRX    -0.00294985
5669     XRX    -0.01685639
6454     XRX    -0.01110241
6642     XRX    -0.05806800
7517     XRX    -0.04387615
9017     XRX    -0.00625491
9540     XRX     0.03998831
9778     XRX    -0.02112755
10169    XRX    -0.00000000
10564    XRX     0.01872714
10697    XRX    -0.01641756
11804    XRX    -0.02388173
12101    XRX    -0.05034448
12470    XRX    -0.04730256
12900    XRX    -0.00559703
13740    XRX     0.01205494
14675    XRX    -0.00185701
15020    XRX     0.01375538
15851    XRX    -0.01210802
16617    XRX    -0.03928001
17210    XRX    -0.02955880
18766    XRX    -0.02430125
19594    XRX    -0.00995033
19707    XRX    -0.16749141
19738    XRX     0.02011562
20256    XRX     0.01483507
20567    XRX    -0.03239150
21331    XRX    -0.02279301

XYL
      ticker  signal_return
716      XYL     0.02095781
929      XYL     0.03681768
2143     XYL     0.02525457
2771     XYL     0.02995705
2906     XYL    -0.02051354
4117     XYL    -0.02343754
4571     XYL     0.01149585
5210     XYL     0.03233281
6280     XYL     0.04338751
7178     XYL     0.00469975
7518     XYL    -0.05415294
8107     XYL     0.00579712
9620     XYL    -0.00273374
10727    XYL    -0.01179789
10931    XYL     0.01171944
11204    XYL    -0.00706509
11509    XYL     0.05487197
12407    XYL     0.02001179
12601    XYL    -0.00547197
12745    XYL     0.01316692
12860    XYL    -0.00239203
13567    XYL     0.03310688
13813    XYL    -0.02278276
14463    XYL    -0.00079103
14757    XYL     0.01897493
14915    XYL     0.03528181
15223    XYL     0.02513172
15828    XYL    -0.00393929
15980    XYL     0.00806456
16095    XYL     0.02382366
16835    XYL     0.00000000
17385    XYL     0.03839631
17516    XYL    -0.00256234
17973    XYL     0.00769087
18693    XYL    -0.04692687
19045    XYL     0.00412372
20206    XYL    -0.02304732
21428    XYL    -0.00291857
22012    XYL    -0.01257878
22267    XYL     0.01813642

YUM
      ticker  signal_return
459      YUM     0.00030089
1270     YUM     0.05675282
2368     YUM     0.02456548
3092     YUM    -0.01907059
4393     YUM    -0.00954661
4605     YUM     0.01665780
4886     YUM     0.00273704
5276     YUM     0.04196420
6508     YUM    -0.02816494
6986     YUM     0.03084627
7259     YUM     0.01983881
7469     YUM    -0.04089644
8772     YUM     0.04514130
9503     YUM     0.02595718
9673     YUM    -0.02222558
11365    YUM    -0.00786936
11805    YUM    -0.03287758
12177    YUM    -0.01945217
14240    YUM    -0.06874210
14464    YUM     0.00641070
14904    YUM     0.01601019
15318    YUM    -0.00853144
16415    YUM    -0.03530754
16836    YUM     0.01868118
17494    YUM    -0.00907588
17691    YUM    -0.02890375
18513    YUM     0.01325510
18722    YUM    -0.03570339
19974    YUM     0.00305670
20194    YUM     0.02637417
21682    YUM     0.00217218
21956    YUM     0.02842060
22171    YUM     0.02205671

ZBH
      ticker  signal_return
480      ZBH     0.02243920
693      ZBH    -0.02320123
1229     ZBH    -0.01259286
1574     ZBH    -0.01654555
1735     ZBH     0.00891174
2005     ZBH     0.01771808
2184     ZBH    -0.02413502
3093     ZBH    -0.03944469
3690     ZBH    -0.04482628
5368     ZBH     0.01691743
6751     ZBH     0.01021592
7433     ZBH     0.02349941
7984     ZBH     0.01445109
8773     ZBH    -0.00991823
9660     ZBH    -0.01086578
12035    ZBH    -0.01112812
12602    ZBH    -0.00028054
14222    ZBH    -0.01712943
15021    ZBH     0.00132188
15182    ZBH     0.04548073
15867    ZBH    -0.00142242
15981    ZBH     0.01144469
16807    ZBH     0.00423476
17189    ZBH     0.02662902
17330    ZBH    -0.01338094
18567    ZBH     0.17128261
20084    ZBH     0.01003837
20996    ZBH    -0.00833579
21429    ZBH    -0.02007524
22559    ZBH     0.01724759

ZION
      ticker  signal_return
694     ZION    -0.04793797
2072    ZION    -0.01332465
2261    ZION    -0.05586950
3252    ZION    -0.10068989
3880    ZION    -0.03268719
5348    ZION     0.01000366
6455    ZION     0.03727603
8014    ZION     0.03774033
8173    ZION    -0.01917758
9621    ZION     0.01717232
9810    ZION     0.00100662
10044   ZION     0.04296910
10219   ZION    -0.01554758
11581   ZION     0.00034716
12706   ZION    -0.04022480
13462   ZION     0.11384344
13891   ZION    -0.01433551
14292   ZION    -0.07590208
15414   ZION     0.04317753
15601   ZION    -0.07107324
16004   ZION     0.01759370
16152   ZION    -0.05685556
16618   ZION     0.00637893
17517   ZION     0.01494086
17615   ZION     0.01258295
18159   ZION    -0.00318980
18476   ZION    -0.00680696
18911   ZION     0.08092169
19219   ZION     0.03244343
19419   ZION     0.00736783
19660   ZION    -0.01445145
20381   ZION    -0.00757073
20746   ZION    -0.02767363
21032   ZION    -0.01120051
21920   ZION    -0.04292289
22419   ZION     0.00996647

ZTS
      ticker  signal_return
202      ZTS    -0.05206569
645      ZTS    -0.00881867
2451     ZTS     0.02042232
2717     ZTS    -0.02106056
3540     ZTS    -0.02194063
4341     ZTS     0.01194983
4530     ZTS    -0.01350128
5503     ZTS     0.03711897
5647     ZTS     0.01777448
5974     ZTS    -0.01095901
6231     ZTS    -0.02663237
6911     ZTS     0.11117182
7133     ZTS     0.00788204
8597     ZTS    -0.00262525
9541     ZTS    -0.07136620
9661     ZTS    -0.02534032
10000    ZTS     0.00202020
10339    ZTS     0.09224518
11680    ZTS    -0.01674048
12640    ZTS    -0.01621482
12835    ZTS    -0.00446097
13266    ZTS     0.01125246
14061    ZTS     0.04560732
14254    ZTS    -0.06615811
15125    ZTS     0.04449978
15319    ZTS     0.01602365
16619    ZTS    -0.04682161
16891    ZTS     0.01017924
17211    ZTS     0.01220968
17429    ZTS    -0.02219954
18270    ZTS    -0.05180286
18364    ZTS    -0.01979087
18568    ZTS    -0.02911378
19661    ZTS     0.00638260
20085    ZTS     0.02297288
21504    ZTS     0.00035984
21683    ZTS     0.01433535
21874    ZTS     0.01806882
22040    ZTS     0.00544263

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['A', 'AAL', 'AAP', 'AAPL', 'ABBV', 'ABC', 'ABT', 'ACN', 'ADBE', 'ADI', 'ADM', 'ADP', 'ADS', 'ADSK', 'AEE', 'AEP', 'AES', 'AET', 'AFL', 'AGENEN', 'AGN', 'AIG', 'AIV', 'AIZ', 'AJG', 'AKAM', 'ALB', 'ALGN', 'ALK', 'ALL', 'ALLE', 'ALTAIC', 'ALXN', 'AMAT', 'AMD', 'AME', 'AMG', 'AMGN', 'AMP', 'AMT', 'AMZN', 'ANDV', 'ANSS', 'ANTM', 'AON', 'AOS', 'APA', 'APC', 'APD', 'APH', 'ARE', 'ARMENA', 'ARNC', 'ATVI', 'AVB', 'AVGO', 'AVY', 'AWK', 'AXP', 'AYI', 'AZO', 'BA', 'BAC', 'BAKERI', 'BAX', 'BBT', 'BBY', 'BCR', 'BDX', 'BEN', 'BIFLOR', 'BIIB', 'BK', 'BLK', 'BLL', 'BMY', 'BSX', 'BWA', 'BXP', 'C', 'CA', 'CAG', 'CAH', 'CAT', 'CB', 'CBG', 'CBOE', 'CBS', 'CCI', 'CCL', 'CELG', 'CERN', 'CF', 'CFG', 'CHD', 'CHK', 'CHRW', 'CHTR', 'CI', 'CINF', 'CL', 'CLUSIA', 'CLX', 'CMA', 'CMCSA', 'CME', 'CMG', 'CMI', 'CMS', 'CNC', 'CNP', 'COF', 'COG', 'COL', 'COO', 'COP', 'COST', 'COTY', 'CPB', 'CRM', 'CSCO', 'CSRA', 'CSX', 'CTAS', 'CTL', 'CTSH', 'CTXS', 'CVS', 'CVX', 'CXO', 'D', 'DAL', 'DASYST', 'DE', 'DFS', 'DG', 'DGX', 'DHI', 'DHR', 'DIS', 'DISCA', 'DISCK', 'DISH', 'DLR', 'DLTR', 'DOV', 'DPS', 'DRE', 'DRI', 'DTE', 'DUK', 'DVA', 'DVN', 'EA', 'EBAY', 'ECL', 'ED', 'EFX', 'EIX', 'EL', 'EMN', 'EMR', 'EOG', 'EQIX', 'EQR', 'EQT', 'ES', 'ESRX', 'ESS', 'ETFC', 'ETN', 'ETR', 'EVHC', 'EW', 'EXC', 'EXPD', 'EXPE', 'EXR', 'F', 'FAST', 'FB', 'FBHS', 'FCX', 'FDX', 'FE', 'FFIV', 'FIS', 'FISV', 'FITB', 'FL', 'FLIR', 'FLR', 'FLS', 'FMC', 'FOX', 'FOXA', 'FRT', 'FTI', 'FTV', 'GD', 'GE', 'GESNER', 'GGP', 'GILD', 'GIS', 'GLW', 'GM', 'GOOG', 'GOOGL', 'GPC', 'GPN', 'GPS', 'GREIGI', 'GRMN', 'GS', 'GT', 'GWW', 'HAL', 'HAS', 'HBAN', 'HBI', 'HCA', 'HCN', 'HCP', 'HD', 'HES', 'HIG', 'HLT', 'HOG', 'HOLX', 'HON', 'HP', 'HPE', 'HPQ', 'HRB', 'HRL', 'HRS', 'HSIC', 'HST', 'HSY', 'HUM', 'HUMILI', 'IBM', 'ICE', 'IDXX', 'IFF', 'ILMN', 'INCY', 'INFO', 'INTC', 'INTU', 'IP', 'IPG', 'IR', 'IRM', 'ISRG', 'IT', 'ITW', 'IVZ', 'JBHT', 'JCI', 'JEC', 'JNJ', 'JNPR', 'JPM', 'JWN', 'K', 'KAUFMA', 'KEY', 'KHC', 'KIM', 'KLAC', 'KMB', 'KMI', 'KMX', 'KO', 'KOLPAK', 'KORS', 'KR', 'KSS', 'KSU', 'L', 'LB', 'LEG', 'LEN', 'LH', 'LINIFO', 'LKQ', 'LLL', 'LLY', 'LMT', 'LNC', 'LNT', 'LOW', 'LRCX', 'LUK', 'LUV', 'LVLT', 'LYB', 'M', 'MA', 'MAA', 'MAC', 'MAR', 'MAS', 'MAT', 'MCD', 'MCHP', 'MCK', 'MCO', 'MDLZ', 'MDT', 'MET', 'MGM', 'MHK', 'MKC', 'MLM', 'MMC', 'MNST', 'MO', 'MON', 'MOS', 'MPC', 'MRK', 'MRO', 'MS', 'MSFT', 'MSI', 'MTB', 'MTD', 'MU', 'MYL', 'NAVI', 'NBL', 'NDAQ', 'NEE', 'NEM', 'NFLX', 'NFX', 'NI', 'NKE', 'NLSN', 'NOC', 'NOV', 'NRG', 'NSC', 'NTAP', 'NTRS', 'NUE', 'NVDA', 'NWL', 'NWS', 'NWSA', 'O', 'OKE', 'OMC', 'ORCL', 'ORLY', 'ORPHAN', 'OXY', 'PAYX', 'PBCT', 'PCAR', 'PCG', 'PDCO', 'PEG', 'PEP', 'PFE', 'PFG', 'PG', 'PGR', 'PH', 'PHM', 'PKG', 'PKI', 'PLD', 'PM', 'PNC', 'PNR', 'PNW', 'PPG', 'PPL', 'PRAEST', 'PRGO', 'PRU', 'PSA', 'PSX', 'PULCHE', 'PVH', 'PWR', 'PX', 'PXD', 'PYPL', 'QCOM', 'QRVO', 'RCL', 'RE', 'REG', 'REGN', 'RF', 'RHI', 'RHT', 'RJF', 'RL', 'RMD', 'ROK', 'ROP', 'ROST', 'RRC', 'RSG', 'RTN', 'SAXATI', 'SBAC', 'SBUX', 'SCG', 'SCHREN', 'SCHW', 'SEE', 'SHW', 'SIG', 'SJM', 'SLB', 'SLG', 'SNA', 'SNI', 'SNPS', 'SO', 'SPG', 'SPGI', 'SPLS', 'SPRENG', 'SRCL', 'SRE', 'STI', 'STT', 'STX', 'STZ', 'SWK', 'SWKS', 'SYF', 'SYK', 'SYLVES', 'SYMC', 'SYY', 'T', 'TAP', 'TARDA', 'TDG', 'TEL', 'TGT', 'TIF', 'TJX', 'TMK', 'TMO', 'TRIP', 'TROW', 'TRV', 'TSCO', 'TSN', 'TSS', 'TURKES', 'TWX', 'TXN', 'TXT', 'UA', 'UAA', 'UAL', 'UDR', 'UHS', 'ULTA', 'UNH', 'UNM', 'UNP', 'UPS', 'URI', 'URUMIE', 'USB', 'UTX', 'V', 'VAR', 'VFC', 'VIAB', 'VLO', 'VMC', 'VNO', 'VRSK', 'VRSN', 'VRTX', 'VTR', 'VVEDEN', 'VZ', 'WAT', 'WBA', 'WDC', 'WEC', 'WFC', 'WHR', 'WLTW', 'WM', 'WMB', 'WMT', 'WRK', 'WU', 'WY', 'WYN', 'WYNN', 'XEC', 'XEL', 'XL', 'XLNX', 'XOM', 'XRAY', 'XRX', 'XYL', 'YUM', 'ZBH', 'ZION', 'ZTS']
  ticker  signal_return
0      A     0.05696549
1    ABC     0.00855972
2    ADP    -0.02033783
3   AKAM     0.03826111
4   ALGN    -0.00189613

A
      ticker  signal_return
0          A     0.05696549
963        A    -0.03181330
1255       A    -0.00053618
1519       A     0.01832734
2643       A    -0.01802866
3229       A     0.00034124
4107       A    -0.06259285
4775       A    -0.00761449
6649       A    -0.02106337
7025       A    -0.02464095
7648       A     0.00351054
7917       A    -0.04418237
8696       A     0.04805729
9133       A    -0.07558383
9535       A    -0.03319588
9732       A     0.02038063
10115      A    -0.13633081
10585      A     0.02183737
11547      A     0.02163692
11944      A     0.06965932
12114      A     0.01464347
12407      A    -0.02345407
12888      A     0.00170032
13201      A    -0.01707308
14059      A    -0.04735542
15042      A    -0.01258142
15386      A     0.03037709
15709      A     0.03882153
16303      A     0.03689530
16727      A     0.03303176

AAL
      ticker  signal_return
285      AAL     0.04031399
495      AAL     0.04515545
1218     AAL     0.00537223
1520     AAL     0.12631213
1812     AAL     0.09457035
2146     AAL     0.07584429
3161     AAL    -0.00388916
3453     AAL    -0.10523582
4021     AAL    -0.08380110
4717     AAL    -0.11549085
5138     AAL     0.06234446
5356     AAL     0.06841557
5633     AAL     0.00982070
5942     AAL    -0.04679043
6209     AAL    -0.12802145
7465     AAL     0.02088542
7649     AAL    -0.07652423
8633     AAL    -0.12000393
8841     AAL    -0.08114626
9356     AAL     0.03961564
10490    AAL    -0.01586929
10740    AAL    -0.12739446
11273    AAL    -0.09837657
11838    AAL     0.13520892
12212    AAL     0.04888754
12457    AAL    -0.14144822
12845    AAL     0.01273903
13224    AAL     0.00813013
13439    AAL    -0.11125600
13986    AAL    -0.02290366
14312    AAL     0.10492658
14782    AAL     0.01671462
15823    AAL     0.04532284
16755    AAL     0.04579089

AAP
      ticker  signal_return
453      AAP     0.03915672
1126     AAP     0.05860758
1468     AAP     0.04808120
1970     AAP     0.02421196
3400     AAP     0.03432545
4236     AAP    -0.00330627
4957     AAP     0.05702307
5198     AAP    -0.03148742
5607     AAP     0.04821371
6753     AAP    -0.03051840
6965     AAP    -0.04255961
7477     AAP    -0.00069866
7809     AAP     0.00165244
8089     AAP    -0.00574561
8379     AAP    -0.00614388
8597     AAP    -0.06353436
9502     AAP    -0.18187604
9686     AAP    -0.00121403
9882     AAP    -0.01813383
10437    AAP    -0.04403573
11122    AAP     0.02029500
11345    AAP    -0.04087822
12010    AAP    -0.07125284
12687    AAP     0.00042588
12942    AAP     0.01317259
13469    AAP     0.02421075
13950    AAP     0.02251727
14289    AAP    -0.17705771
14519    AAP     0.03227342
14783    AAP    -0.01832505
15314    AAP    -0.02027992
15784    AAP     0.01180359
16004    AAP     0.05265456
16149    AAP    -0.00883304
16740    AAP     0.05485271

AAPL
      ticker  signal_return
586     AAPL     0.01028143
1100    AAPL     0.02635489
1813    AAPL    -0.06246867
2776    AAPL     0.04057327
3047    AAPL     0.05306648
3201    AAPL     0.00068213
3652    AAPL    -0.02136917
3836    AAPL    -0.02321208
4150    AAPL     0.04090267
4997    AAPL     0.04056631
5302    AAPL     0.06734357
6421    AAPL     0.05399821
8047    AAPL    -0.02138989
8455    AAPL     0.00635952
8750    AAPL    -0.03264951
9421    AAPL     0.02078190
10037   AAPL     0.03181259
10178   AAPL     0.04467748
11182   AAPL     0.02810010
11476   AAPL    -0.03330591
11991   AAPL    -0.10568147
12993   AAPL     0.05325731
13202   AAPL    -0.02459671
13566   AAPL     0.01931657
15062   AAPL     0.00820226
15201   AAPL     0.08006795
15413   AAPL     0.03151740
15710   AAPL     0.00478145
15958   AAPL     0.01571080
16079   AAPL    -0.02865847
16405   AAPL     0.06444361

ABBV
      ticker  signal_return
133     ABBV    -0.03854867
496     ABBV     0.00579592
1171    ABBV     0.02386105
1801    ABBV    -0.05645824
2392    ABBV    -0.01901198
2644    ABBV    -0.09068163
3230    ABBV    -0.02027652
3540    ABBV    -0.02019910
4408    ABBV     0.00258956
5022    ABBV     0.01987092
5343    ABBV     0.06300945
5634    ABBV    -0.02400290
6320    ABBV     0.03885624
7092    ABBV     0.01778241
7512    ABBV     0.01268267
7771    ABBV    -0.01122543
8213    ABBV    -0.01522836
8842    ABBV     0.04645247
9134    ABBV    -0.06042292
9377    ABBV    -0.26266700
10438   ABBV    -0.08732069
11489   ABBV     0.01940811
11739   ABBV     0.01568216
11916   ABBV    -0.04616204
12191   ABBV    -0.06653775
12785   ABBV    -0.00739854
13037   ABBV     0.01439089
13915   ABBV     0.00310890
14174   ABBV    -0.09119820
15841   ABBV    -0.00395438
16936   ABBV     0.05518144

ABC
      ticker  signal_return
1        ABC     0.00855972
286      ABC     0.00526779
454      ABC     0.02279699
770      ABC     0.04932017
1064     ABC    -0.00927320
1757     ABC     0.01061375
2787     ABC    -0.04283811
3048     ABC     0.05151655
3837     ABC     0.02625242
5045     ABC     0.09890802
5318     ABC     0.02187396
5591     ABC    -0.02876707
6063     ABC     0.03018498
6278     ABC     0.01026820
6491     ABC     0.02713497
6778     ABC     0.06172926
7026     ABC     0.00112637
7650     ABC    -0.01414374
7874     ABC    -0.01704561
8407     ABC     0.00287577
8751     ABC     0.02799127
10091    ABC    -0.05925458
10439    ABC     0.06486783
10691    ABC    -0.03241429
11720    ABC    -0.08600244
11899    ABC     0.03403419
12846    ABC    -0.01323437
13074    ABC     0.00033540
13703    ABC     0.01076543
14175    ABC    -0.13230125
14994    ABC     0.03450259
15296    ABC     0.03975818
16186    ABC    -0.00121051
16756    ABC     0.01080738
17052    ABC     0.02606832

ABT
      ticker  signal_return
497      ABT    -0.01682080
1007     ABT    -0.03549735
1476     ABT     0.00484282
1818     ABT    -0.06506140
2250     ABT    -0.00976839
3231     ABT     0.02094963
3604     ABT     0.02755691
3793     ABT    -0.01335696
4463     ABT    -0.05204580
4925     ABT    -0.06600583
5260     ABT     0.00520304
5592     ABT    -0.04108003
6521     ABT     0.01454571
7122     ABT    -0.03815406
7384     ABT    -0.00143929
7772     ABT    -0.01066945
8256     ABT    -0.00985618
8752     ABT     0.09008304
9107     ABT     0.01877311
10249    ABT     0.03059357
10586    ABT     0.01013013
11390    ABT     0.04598511
11602    ABT    -0.07366608
12058    ABT    -0.05078296
12786    ABT     0.03243500
12994    ABT     0.02576996
13987    ABT     0.03328982
14261    ABT    -0.05104574
14584    ABT    -0.00992434
15297    ABT     0.04402490
15519    ABT     0.03768982
16831    ABT     0.04245010
17067    ABT     0.01259697

ACN
      ticker  signal_return
149      ACN    -0.05659144
876      ACN     0.00258031
1320     ACN     0.01287116
1636     ACN    -0.04244605
3202     ACN    -0.00914897
4022     ACN    -0.02355718
4776     ACN    -0.03281861
5139     ACN     0.04247743
5448     ACN     0.00293928
5770     ACN    -0.02710805
6702     ACN    -0.02041335
6938     ACN     0.01617295
7385     ACN    -0.00974000
7810     ACN     0.00091246
8090     ACN    -0.00159252
8843     ACN    -0.04690253
9378     ACN    -0.00348154
10144    ACN     0.00442892
10741    ACN    -0.04705058
11171    ACN     0.07466153
11639    ACN    -0.01034837
11945    ACN     0.01847041
12458    ACN    -0.03534809
13470    ACN    -0.02416441
13688    ACN     0.00828109
14884    ACN    -0.05026767
15805    ACN     0.01609981
16858    ACN     0.01379223

ADBE
      ticker  signal_return
150     ADBE    -0.02036574
587     ADBE     0.04259886
851     ADBE     0.01361287
1234    ADBE    -0.02225266
1637    ADBE    -0.03783387
1987    ADBE     0.08946675
2214    ADBE    -0.04146579
2912    ADBE    -0.03747859
3280    ADBE     0.08175422
4464    ADBE    -0.00355978
4777    ADBE    -0.05711452
5496    ADBE    -0.04541139
5723    ADBE    -0.02517615
6536    ADBE    -0.00128733
7478    ADBE    -0.02132812
7811    ADBE    -0.02075349
8612    ADBE    -0.08124330
8844    ADBE    -0.07156574
9326    ADBE    -0.00011278
9536    ADBE    -0.00161403
9994    ADBE     0.01331240
10711   ADBE    -0.05645671
11274   ADBE     0.01149438
12087   ADBE    -0.00958103
12459   ADBE    -0.05219311
13154   ADBE     0.00515465
13322   ADBE    -0.01719580
13625   ADBE     0.00941922
14042   ADBE    -0.01959328
14693   ADBE    -0.05465414
15131   ADBE     0.03023330
15344   ADBE     0.03832866
15711   ADBE     0.01451811
15945   ADBE     0.02426813
16221   ADBE     0.02398341
16541   ADBE     0.03585337
16757   ADBE    -0.03417919

ADI
      ticker  signal_return
349      ADI    -0.04157445
713      ADI     0.01373481
877      ADI    -0.03661042
1368     ADI    -0.01814064
2110     ADI     0.00666561
2417     ADI     0.01408540
3313     ADI    -0.01438612
3954     ADI    -0.02202052
4633     ADI     0.08948263
5357     ADI     0.10403306
5647     ADI    -0.01034280
6522     ADI     0.00556694
6863     ADI     0.03665332
7466     ADI     0.01725868
8068     ADI     0.01389141
8697     ADI    -0.03212445
9296     ADI     0.01416385
10038    ADI     0.02069481
10179    ADI     0.02366396
11183    ADI     0.04016050
11548    ADI    -0.00267917
12543    ADI    -0.11560284
12787    ADI     0.06374093
14482    ADI     0.11460147
15270    ADI    -0.00521310
15459    ADI     0.05565138
15712    ADI    -0.00298918
16815    ADI    -0.03745911

ADM
      ticker  signal_return
588      ADM     0.05559082
801      ADM    -0.01966359
1204     ADM     0.01309654
1758     ADM    -0.00805441
2617     ADM     0.00561736
3281     ADM    -0.00688509
3619     ADM     0.04965332
3858     ADM     0.00185663
4098     ADM    -0.00223319
4282     ADM     0.02368843
4479     ADM    -0.02982968
4859     ADM     0.00313269
5402     ADM     0.01285219
6367     ADM    -0.04059502
6754     ADM    -0.03114439
7201     ADM     0.06351655
7386     ADM     0.00474966
8533     ADM     0.02252860
8845     ADM    -0.00343840
9081     ADM    -0.02764725
9668     ADM     0.11258178
9962     ADM    -0.06450199
10440    ADM    -0.03609017
11024    ADM     0.03652279
11761    ADM    -0.03649853
12078    ADM     0.07661296
12874    ADM    -0.00022601
14209    ADM    -0.06531132
15693    ADM    -0.05020696
16427    ADM    -0.01311260

ADP
      ticker  signal_return
2        ADP    -0.02033783
604      ADP     0.00079491
914      ADP     0.03886087
1881     ADP    -0.03201442
3314     ADP    -0.00370491
3576     ADP     0.00161621
3777     ADP     0.00627424
4205     ADP     0.00534983
4480     ADP    -0.02063615
4675     ADP    -0.02941987
4998     ADP     0.11630911
5261     ADP    -0.00394339
6210     ADP     0.00644495
6455     ADP     0.01240212
6650     ADP    -0.02613547
7078     ADP    -0.02949022
7671     ADP    -0.02497957
7918     ADP    -0.01203946
8846     ADP    -0.02485887
9246     ADP     0.05229725
9422     ADP    -0.03255788
10145    ADP     0.03673325
11123    ADP     0.01173335
11346    ADP     0.00757495
12659    ADP     0.03413374
13471    ADP    -0.02171018
13894    ADP    -0.01624553
14336    ADP     0.05589596
14603    ADP     0.02163313
14918    ADP     0.02593735
15713    ADP     0.00681948
15946    ADP    -0.02621837
16452    ADP     0.00215595

ADS
      ticker  signal_return
134      ADS     0.02174050
378      ADS     0.06767604
757      ADS     0.05821478
1435     ADS    -0.01639985
1882     ADS    -0.18604065
2026     ADS     0.04070808
2418     ADS    -0.09976157
2755     ADS     0.01144011
3496     ADS    -0.00998966
4384     ADS     0.00481535
4778     ADS    -0.14336807
5067     ADS     0.01345725
5771     ADS    -0.03072428
6243     ADS    -0.08428059
7123     ADS    -0.03858394
8283     ADS     0.05371364
8753     ADS     0.03421820
9379     ADS     0.01556635
10250    ADS     0.05012296
10587    ADS     0.09785109
12162    ADS    -0.06129432
12460    ADS    -0.08554764
12910    ADS    -0.04262611
14565    ADS    -0.00658157
14828    ADS    -0.03482633
15626    ADS     0.02247469
16222    ADS    -0.02698978

ADSK
      ticker  signal_return
233     ADSK    -0.03222568
852     ADSK     0.04299075
1149    ADSK     0.04188429
1339    ADSK     0.00991209
1546    ADSK    -0.01260852
2147    ADSK    -0.03284398
2474    ADSK     0.00391068
2625    ADSK    -0.02215859
3183    ADSK     0.02746508
3401    ADSK    -0.00228491
4902    ADSK    -0.11251618
5225    ADSK    -0.01343443
5418    ADSK    -0.03031777
6138    ADSK     0.03108303
6567    ADSK    -0.01015237
7235    ADSK    -0.03713405
7501    ADSK     0.02137598
7907    ADSK    -0.01218598
8634    ADSK    -0.16976534
8847    ADSK     0.05365112
9186    ADSK    -0.15168794
9473    ADSK     0.11268498
9850    ADSK    -0.05772209
10441   ADSK     0.11662880
10742   ADSK    -0.13419285
11740   ADSK    -0.02716779
12461   ADSK    -0.02647831
13142   ADSK     0.05041455
13323   ADSK    -0.02231777
13626   ADSK     0.02098076
14528   ADSK    -0.11389092
14784   ADSK    -0.06041460
15345   ADSK     0.02330180
15584   ADSK    -0.06005823
16261   ADSK     0.03542026
16527   ADSK     0.17598600

AEE
      ticker  signal_return
641      AEE     0.01402085
1001     AEE    -0.01963521
1838     AEE     0.02987664
2092     AEE     0.04381002
2702     AEE    -0.01466549
2970     AEE    -0.00412053
4023     AEE    -0.05360284
4903     AEE     0.02306207
5113     AEE    -0.00447217
5676     AEE     0.03313489
5898     AEE    -0.00263331
6492     AEE    -0.01552641
6709     AEE    -0.05083134
7550     AEE     0.03600904
8427     AEE     0.03961386
8635     AEE    -0.07435614
9277     AEE     0.01565901
10621    AEE     0.00731954
10948    AEE     0.00502174
11219    AEE     0.03298771
11477    AEE    -0.03503511
12289    AEE     0.01191537
12462    AEE     0.02196212
13354    AEE     0.00807535
13763    AEE    -0.03178168
14885    AEE     0.02348520
15043    AEE    -0.02131790
15585    AEE     0.01711016
15962    AEE    -0.01397355
16902    AEE     0.00623289

AEP
      ticker  signal_return
605      AEP     0.02897491
853      AEP     0.00950879
1859     AEP     0.03673479
2111     AEP    -0.00677024
2603     AEP     0.00948608
2788     AEP    -0.01075504
3429     AEP    -0.02098365
4040     AEP    -0.06100652
4989     AEP     0.06607971
5772     AEP     0.00449140
6163     AEP    -0.00805501
6651     AEP    -0.00017808
7611     AEP    -0.01909056
7851     AEP    -0.04720640
8534     AEP     0.00911807
10502    AEP     0.03998229
10673    AEP    -0.00475554
10949    AEP     0.00374942
11184    AEP     0.01931178
11430    AEP    -0.01442983
12290    AEP    -0.00554101
12544    AEP     0.01783561
13324    AEP    -0.00030912
13741    AEP     0.00853895
14403    AEP     0.00033484
15108    AEP     0.00391023
15558    AEP     0.03434340
15988    AEP     0.00576626
16584    AEP     0.03792398
16832    AEP     0.00250452

AES
      ticker  signal_return
151      AES    -0.02229639
412      AES     0.03835697
854      AES    -0.00206257
1150     AES    -0.07456027
3402     AES     0.02691334
4739     AES    -0.00886924
5952     AES    -0.09865606
6288     AES     0.02401772
6983     AES    -0.00677458
7124     AES    -0.00063763
7773     AES    -0.04052120
8473     AES    -0.02048929
8754     AES     0.08428782
9063     AES     0.08088096
9908     AES     0.02829351
10431    AES    -0.03702049
11000    AES     0.10253552
11220    AES     0.00346321
12372    AES     0.06016852
12757    AES     0.00951633
13422    AES    -0.00468385
13627    AES    -0.09944084
13851    AES    -0.03290048
14694    AES    -0.06748070
15806    AES    -0.00720075
16542    AES     0.01543770
16859    AES    -0.00251362

AET
      ticker  signal_return
95       AET    -0.04532796
714      AET    -0.03747814
1547     AET    -0.03653536
2224     AET    -0.01664163
2403     AET     0.00053483
3087     AET     0.03640917
3346     AET     0.01811112
3605     AET     0.01261201
3804     AET    -0.07853173
4069     AET    -0.05345129
4904     AET    -0.04299320
5344     AET     0.02429084
5608     AET    -0.02827283
6025     AET     0.02513323
6568     AET     0.02769702
6791     AET     0.03130427
7186     AET    -0.00272158
7387     AET     0.05658515
7733     AET     0.05051620
9767     AET    -0.05293375
10743    AET    -0.12932097
11124    AET    -0.01214715
11784    AET    -0.01138005
12192    AET     0.01332415
13916    AET    -0.00578193
14210    AET    -0.15523010
14404    AET     0.07756321
14642    AET    -0.03099891
15627    AET     0.02346417
16406    AET     0.03893104
16758    AET     0.03091562

AFL
      ticker  signal_return
287      AFL     0.01424682
455      AFL    -0.00949035
915      AFL    -0.01092250
1733     AFL     0.02921431
3955     AFL    -0.00617440
4537     AFL     0.01357251
4779     AFL    -0.03511572
5835     AFL    -0.03713071
6493     AFL     0.00705697
6703     AFL     0.00460720
7467     AFL    -0.04100874
7651     AFL    -0.01944617
8048     AFL    -0.02321504
8550     AFL    -0.13661333
8755     AFL     0.04862970
9733     AFL    -0.02843497
10039    AFL    -0.01380037
10251    AFL    -0.00104822
11001    AFL     0.01695366
11221    AFL     0.01145021
11522    AFL     0.03699965
11802    AFL    -0.00811128
12088    AFL     0.00501973
12388    AFL     0.02325686
12788    AFL     0.00667168
13355    AFL    -0.03395726
13927    AFL     0.00568103
14176    AFL    -0.05812293
15315    AFL    -0.06193965
15586    AFL     0.00739349
16115    AFL     0.01965599
16995    AFL    -0.00514140

AGENEN
       ticker  signal_return
96     AGENEN     0.05110539
288    AGENEN     0.05315172
547    AGENEN     0.04056798
786    AGENEN     0.05834275
1014   AGENEN     0.04411125
1172   AGENEN     0.05795409
1398   AGENEN     0.06385035
1576   AGENEN     0.05547240
1819   AGENEN     0.06036268
2093   AGENEN     0.05184386
2251   AGENEN     0.05064558
2404   AGENEN     0.06656569
2571   AGENEN     0.06427115
2745   AGENEN     0.06758958
2913   AGENEN     0.05716865
3063   AGENEN     0.07259614
3282   AGENEN     0.05781952
3497   AGENEN     0.07034173
3676   AGENEN     0.06147728
3859   AGENEN     0.07102532
4090   AGENEN     0.07097442
4237   AGENEN     0.06011835
4396   AGENEN     0.07186087
4577   AGENEN     0.06026465
4780   AGENEN     0.07001606
5046   AGENEN     0.06956255
5290   AGENEN     0.06549580
5497   AGENEN     0.07609652
5724   AGENEN     0.07345974
5962   AGENEN     0.07978093
...       ...            ...
11025  AGENEN     0.09282500
11275  AGENEN     0.09417477
11490  AGENEN     0.08974018
11741  AGENEN     0.09919074
11917  AGENEN     0.10394188
12079  AGENEN     0.09070712
12273  AGENEN     0.09790203
12408  AGENEN     0.08791979
12758  AGENEN     0.08842837
12959  AGENEN     0.09466066
13155  AGENEN     0.08401529
13310  AGENEN     0.09046828
13546  AGENEN     0.09027214
13675  AGENEN     0.09716854
13917  AGENEN     0.09371825
14138  AGENEN     0.09322957
14467  AGENEN     0.09844907
14643  AGENEN     0.09765450
14908  AGENEN     0.10068284
14995  AGENEN     0.10096323
15132  AGENEN     0.09692054
15346  AGENEN     0.10867960
15587  AGENEN     0.10085787
15807  AGENEN     0.09221409
15995  AGENEN     0.09926482
16107  AGENEN     0.10305877
16304  AGENEN     0.10528968
16543  AGENEN     0.10784914
16759  AGENEN     0.10625856
17021  AGENEN     0.10847380

[85 rows x 2 columns]

AGN
      ticker  signal_return
234      AGN    -0.01404646
715      AGN     0.04679105
964      AGN    -0.01119493
1173     AGN    -0.02563620
1521     AGN     0.03364367
2027     AGN     0.17251326
3498     AGN    -0.02035485
4364     AGN     0.01131065
5358     AGN    -0.01404475
6211     AGN    -0.01208671
6494     AGN     0.04098878
6779     AGN     0.00896747
8091     AGN     0.02674760
8360     AGN    -0.06702763
8848     AGN    -0.02824512
9135     AGN    -0.07018231
9824     AGN    -0.04652894
10443    AGN     0.01957574
10692    AGN    -0.01203955
11483    AGN     0.04708585
11900    AGN    -0.07574005
12995    AGN    -0.03146116
13704    AGN    -0.00673636
13951    AGN     0.06955428
14211    AGN     0.06030117
15316    AGN     0.08361880
16544    AGN     0.02138860

AIG
      ticker  signal_return
135      AIG    -0.02732191
456      AIG     0.01375591
1802     AIG    -0.03306946
2777     AIG    -0.00228877
2971     AIG     0.00690752
3184     AIG     0.01373275
3403     AIG    -0.00613499
3956     AIG    -0.03923551
4481     AIG    -0.06832104
4692     AIG    -0.02210249
5868     AIG    -0.02983677
6085     AIG     0.05264373
6835     AIG    -0.02895105
7042     AIG    -0.00803779
7327     AIG     0.02097568
7562     AIG     0.01427976
8142     AIG     0.00793346
8756     AIG     0.02801304
10353    AIG     0.03705769
10744    AIG     0.02399496
10981    AIG    -0.05801062
11679    AIG     0.00394054
12068    AIG     0.00560127
12463    AIG    -0.04942839
13113    AIG    -0.00406918
13390    AIG    -0.01546277
13802    AIG     0.01343192
14086    AIG    -0.00294985
14405    AIG     0.01927204
14785    AIG     0.02644933
15068    AIG    -0.02226995
15520    AIG    -0.04890754
16150    AIG    -0.02258107
16801    AIG     0.00924120

AIV
      ticker  signal_return
831      AIV     0.02385054
1082     AIV    -0.01420703
1839     AIV     0.08345094
2252     AIV    -0.02441925
2889     AIV     0.00613433
3232     AIV     0.00187735
3522     AIV     0.02450352
3707     AIV     0.01516307
3930     AIV    -0.01823044
4283     AIV    -0.04049615
4538     AIV     0.00093269
5140     AIV     0.01884122
5359     AIV    -0.00081180
5869     AIV     0.01553630
6026     AIV     0.03029397
6260     AIV    -0.06099144
8155     AIV     0.00025371
8636     AIV    -0.10827052
8849     AIV     0.03379738
9357     AIV    -0.02095362
10745    AIV    -0.02494667
11222    AIV     0.03634121
11918    AIV    -0.02269350
12644    AIV     0.05206471
13423    AIV    -0.04618394
13663    AIV    -0.11641813
13803    AIV    -0.02571437
14937    AIV     0.01351222
15588    AIV    -0.00767463
16453    AIV    -0.00929591

AIZ
      ticker  signal_return
379      AIZ    -0.00332313
878      AIZ     0.06794530
1114     AIZ    -0.01068204
1495     AIZ     0.00819738
2332     AIZ    -0.04358539
3185     AIZ    -0.01413243
3957     AIZ    -0.02862672
4740     AIZ    -0.03934467
5114     AIZ     0.00206581
6321     AIZ     0.03313628
6523     AIZ    -0.01260945
7310     AIZ     0.02991676
7693     AIZ     0.01250476
8027     AIZ     0.04443926
8380     AIZ     0.06213178
9223     AIZ     0.02525542
9537     AIZ     0.00649041
9734     AIZ    -0.02426885
9909     AIZ    -0.09025137
10252    AIZ    -0.03144431
10826    AIZ    -0.09691487
11549    AIZ     0.04874915
11865    AIZ     0.01290192
12089    AIZ    -0.03557255
13356    AIZ    -0.02454458
13628    AIZ     0.00264259
13988    AIZ     0.06074417
14829    AIZ    -0.00342796
15003    AIZ     0.00587188
15160    AIZ     0.00268401
15628    AIZ     0.01136776
16454    AIZ    -0.04251385

AJG
      ticker  signal_return
413      AJG     0.03783770
1638     AJG    -0.04535734
1883     AJG    -0.03083994
2604     AJG    -0.03072299
4001     AJG    -0.02014903
5141     AJG     0.00083822
5635     AJG    -0.02539687
6181     AJG    -0.00109637
7163     AJG    -0.02476396
7468     AJG    -0.02605345
7757     AJG    -0.03150678
8698     AJG     0.07995482
10022    AJG     0.02602651
10253    AJG     0.02776501
11113    AJG     0.05780062
11391    AJG     0.00964457
11627    AJG     0.02418232
11866    AJG     0.01081550
12090    AJG     0.00352916
12291    AJG    -0.01668095
12725    AJG     0.00940125
12943    AJG    -0.00222380
13410    AJG    -0.00180198
13629    AJG    -0.00474872
14212    AJG    -0.06931461
14468    AJG    -0.00622812
14996    AJG     0.01312180
15202    AJG     0.00500696
15414    AJG     0.03854560
15714    AJG    -0.01201791
16428    AJG    -0.00434862
16760    AJG     0.01256891
17022    AJG    -0.02071260

AKAM
      ticker  signal_return
3       AKAM     0.03826111
606     AKAM    -0.16630516
758     AKAM    -0.03112707
1041    AKAM    -0.00338792
1226    AKAM    -0.06887099
1577    AKAM    -0.00749691
1971    AKAM     0.07656585
2164    AKAM    -0.05327819
2815    AKAM    -0.04380542
3374    AKAM     0.01335441
4482    AKAM    -0.10234340
4860    AKAM     0.00469146
6322    AKAM    -0.16765574
6456    AKAM     0.02801058
6802    AKAM    -0.00250035
7100    AKAM     0.00079650
7388    AKAM    -0.02703392
7919    AKAM    -0.04397400
8850    AKAM    -0.11033908
9457    AKAM    -0.20332146
9474    AKAM     0.02396962
9700    AKAM     0.01652646
9893    AKAM     0.04134667
10180   AKAM     0.08838099
10588   AKAM    -0.12260232
11002   AKAM    -0.00714161
11882   AKAM    -0.02845680
13989   AKAM     0.17294653
16050   AKAM     0.02899725
16455   AKAM     0.10578148
16671   AKAM    -0.03203456

ALB
      ticker  signal_return
329      ALB     0.04017213
652      ALB    -0.01520375
1024     ALB     0.02019684
1369     ALB    -0.03785892
2756     ALB     0.00735406
2972     ALB    -0.01130939
3186     ALB     0.02250969
3931     ALB     0.08310791
4619     ALB     0.09597254
6306     ALB    -0.12184520
7018     ALB    -0.00101729
7202     ALB     0.03730378
7920     ALB     0.01631299
8214     ALB    -0.01018492
8757     ALB     0.09824120
9503     ALB    -0.14589602
10092    ALB    -0.13849254
10985    ALB     0.01406332
11185    ALB     0.03680224
11431    ALB     0.00260397
11785    ALB     0.00147471
11978    ALB     0.05499040
12138    ALB     0.00994532
12373    ALB    -0.01803607
12789    ALB     0.00351412
13472    ALB    -0.05389334
14313    ALB    -0.02856833
14659    ALB     0.02765074
15080    ALB     0.02309669
15694    ALB     0.02681022
15888    ALB    -0.00171217
16305    ALB     0.01140662
16996    ALB    -0.09303722

ALGN
      ticker  signal_return
4       ALGN    -0.00189613
289     ALGN    -0.13567975
548     ALGN    -0.02144247
1477    ALGN     0.04520636
2486    ALGN     0.01607247
2645    ALGN     0.00446429
3545    ALGN    -0.03634134
4634    ALGN     0.11658543
5449    ALGN     0.01134294
6010    ALGN    -0.02653668
6323    ALGN    -0.07006048
7164    ALGN     0.00891586
7546    ALGN     0.02368869
7753    ALGN    -0.02488317
8156    ALGN    -0.04713939
8699    ALGN     0.05109375
9358    ALGN     0.07683554
10401   ALGN    -0.01964189
11026   ALGN    -0.01406738
11775   ALGN     0.01734996
11946   ALGN     0.02858441
12115   ALGN     0.00869625
12409   ALGN     0.01347517
12759   ALGN     0.00955003
12960   ALGN     0.08451635
13156   ALGN    -0.01033490
14060   ALGN    -0.01463524
14536   ALGN    -0.05040603
14830   ALGN    -0.01103753
15824   ALGN     0.06601451
16069   ALGN    -0.00034382
16204   ALGN     0.11571085
16903   ALGN    -0.03010805

ALK
      ticker  signal_return
223      ALK    -0.03854319
607      ALK     0.08452896
866      ALK     0.03123644
1712     ALK    -0.08631206
2165     ALK     0.06289046
2541     ALK    -0.04621643
2973     ALK     0.00596949
3860     ALK     0.05172585
4999     ALK     0.10355709
5262     ALK    -0.01547824
5521     ALK    -0.05609272
6182     ALK     0.00893826
7672     ALK    -0.09238302
8078     ALK     0.04909385
8457     ALK     0.04626992
9910     ALK    -0.06019043
10254    ALK     0.01539016
10746    ALK    -0.14659907
11223    ALK     0.01263898
11850    ALK     0.06103291
12340    ALK     0.08141176
13019    ALK    -0.03492961
13424    ALK    -0.05205636
13928    ALK    -0.02554275
14483    ALK     0.06165953
14748    ALK     0.04494880
15069    ALK     0.01488861
15248    ALK     0.02583644
15715    ALK    -0.04990811
16151    ALK     0.01446764
16512    ALK    -0.02427519

ALL
      ticker  signal_return
203      ALL    -0.03342984
457      ALL    -0.01275815
965      ALL    -0.00997021
1734     ALL    -0.01384638
2253     ALL     0.01124015
2438     ALL     0.00622390
2928     ALL     0.01032356
3162     ALL     0.00238339
3932     ALL    -0.05505664
4108     ALL     0.02803232
4284     ALL    -0.00194269
4483     ALL    -0.01911609
5047     ALL     0.05590801
5303     ALL     0.00933181
5522     ALL    -0.01076945
5773     ALL    -0.01530495
6212     ALL     0.00485270
7311     ALL    -0.02087697
7652     ALL    -0.00696445
7875     ALL    -0.01768069
8381     ALL    -0.08191536
8474     ALL    -0.01953839
8851     ALL    -0.00183497
9580     ALL    -0.00715026
9911     ALL    -0.05024105
10181    ALL     0.02881555
10880    ALL     0.01109059
11172    ALL     0.02693967
11432    ALL    -0.02417977
12660    ALL    -0.00659784
13567    ALL    -0.02505809
14290    ALL    -0.07643910
14484    ALL    -0.01053828
14862    ALL     0.02869969
15203    ALL     0.03390597
15440    ALL     0.03527275
15695    ALL     0.00024340
16456    ALL    -0.00673403
16761    ALL     0.01680093
17023    ALL     0.00567088

ALLE
      ticker  signal_return
2135    ALLE     0.03190033
2816    ALLE    -0.03343715
3019    ALLE    -0.08149123
3283    ALLE     0.03298287
4693    ALLE    -0.03459531
5142    ALLE    -0.01556599
5648    ALLE    -0.00864656
6027    ALLE    -0.03374858
6380    ALLE     0.02768343
6836    ALLE     0.02051015
7347    ALLE    -0.03691884
8049    ALLE    -0.04333593
8382    ALLE    -0.01072396
9475    ALLE    -0.00291836
9851    ALLE    -0.03742851
10255   ALLE     0.01654024
10747   ALLE    -0.12795983
11433   ALLE    -0.02493354
11803   ALLE    -0.01340684
12274   ALLE    -0.00068999
12726   ALLE     0.03660319
12961   ALLE    -0.01599812
13551   ALLE    -0.03483233
14061   ALLE    -0.00289568
15415   ALLE     0.03048012
15889   ALLE     0.00651901
16051   ALLE    -0.00993583
16205   ALLE     0.00584000

ALTAIC
       ticker  signal_return
5      ALTAIC     0.04085668
251    ALTAIC     0.05044847
438    ALTAIC     0.05075217
759    ALTAIC     0.04491277
966    ALTAIC     0.05116358
1139   ALTAIC     0.05883844
1270   ALTAIC     0.05325230
1478   ALTAIC     0.05352810
1735   ALTAIC     0.04789345
1988   ALTAIC     0.05743560
2184   ALTAIC     0.07032042
2350   ALTAIC     0.05613540
2499   ALTAIC     0.06597617
2732   ALTAIC     0.06013014
2902   ALTAIC     0.06766455
3056   ALTAIC     0.06261787
3284   ALTAIC     0.05905990
3499   ALTAIC     0.07071828
3677   ALTAIC     0.07683460
3882   ALTAIC     0.07383338
4099   ALTAIC     0.06573115
4252   ALTAIC     0.07104537
4409   ALTAIC     0.06290480
4600   ALTAIC     0.07125220
4861   ALTAIC     0.08017256
5068   ALTAIC     0.07291664
5304   ALTAIC     0.06603726
5582   ALTAIC     0.07289543
5754   ALTAIC     0.07561818
5974   ALTAIC     0.07208740
...       ...            ...
10986  ALTAIC     0.08893400
11186  ALTAIC     0.08250769
11434  ALTAIC     0.09002934
11640  ALTAIC     0.09430481
11876  ALTAIC     0.09111818
12041  ALTAIC     0.09081957
12213  ALTAIC     0.10190395
12380  ALTAIC     0.09067310
12710  ALTAIC     0.10097072
12911  ALTAIC     0.09557087
13114  ALTAIC     0.09870605
13286  ALTAIC     0.09736971
13440  ALTAIC     0.08889673
13646  ALTAIC     0.09080373
13882  ALTAIC     0.09978202
14062  ALTAIC     0.09494309
14350  ALTAIC     0.09939523
14621  ALTAIC     0.10538351
14897  ALTAIC     0.10758207
14985  ALTAIC     0.09822436
15109  ALTAIC     0.09853909
15317  ALTAIC     0.10168682
15540  ALTAIC     0.09462219
15785  ALTAIC     0.08859946
15963  ALTAIC     0.09712769
16089  ALTAIC     0.09926335
16247  ALTAIC     0.10617892
16513  ALTAIC     0.09345730
16728  ALTAIC     0.10954290
16997  ALTAIC     0.09947650

[85 rows x 2 columns]

ALXN
      ticker  signal_return
671     ALXN    -0.06383040
1321    ALXN    -0.00683016
1621    ALXN    -0.02896404
1840    ALXN     0.10536052
2094    ALXN    -0.04601639
3838    ALXN    -0.08667528
4676    ALXN    -0.07724201
5000    ALXN     0.03809884
5593    ALXN    -0.12199404
6109    ALXN    -0.06963880
6966    ALXN    -0.08360341
7312    ALXN    -0.05905613
7828    ALXN    -0.03333820
8079    ALXN     0.04300317
8852    ALXN    -0.05865897
9117    ALXN    -0.07627838
9538    ALXN    -0.06780416
9825    ALXN     0.02914744
10116   ALXN    -0.19478160
10402   ALXN     0.05735130
10590   ALXN     0.07299392
11224   ALXN    -0.11109807
11742   ALXN    -0.12385859
12320   ALXN     0.17523601
13705   ALXN     0.00375517
14469   ALXN    -0.04945214
15878   ALXN     0.02557088
16097   ALXN    -0.01145034
16729   ALXN     0.04395668

AMAT
      ticker  signal_return
224     AMAT     0.00343348
393     AMAT    -0.01652467
1151    AMAT    -0.02497157
1639    AMAT    -0.06628759
2069    AMAT     0.01001854
2320    AMAT     0.02662805
3187    AMAT     0.04874570
3454    AMAT     0.00918843
4694    AMAT    -0.01992776
5450    AMAT     0.04932277
5870    AMAT    -0.07923922
6652    AMAT    -0.04223735
7079    AMAT     0.07285594
7291    AMAT    -0.03701310
8050    AMAT     0.05884050
8302    AMAT     0.02270840
8613    AMAT     0.03381453
9504    AMAT    -0.01262415
9701    AMAT     0.09062514
9852    AMAT    -0.03826184
10444   AMAT    -0.02919915
10987   AMAT     0.02699425
11225   AMAT     0.05468989
11603   AMAT    -0.03168863
12069   AMAT     0.06875903
12727   AMAT     0.05615510
12996   AMAT    -0.01838356
13187   AMAT     0.10104881
13398   AMAT    -0.00795496
14566   AMAT     0.01141185
14831   AMAT     0.00912970
15099   AMAT     0.01614595
15347   AMAT     0.01294334
15589   AMAT     0.01060513
15825   AMAT     0.03857227
16223   AMAT     0.04245516
16496   AMAT     0.05239238
16833   AMAT    -0.04229431

AMD
      ticker  signal_return
608      AMD    -0.04609111
1456     AMD     0.10333315
2757     AMD    -0.06982378
3382     AMD    -0.05755328
3708     AMD    -0.21830613
3778     AMD    -0.03590129
4578     AMD     0.20742748
4781     AMD     0.01481509
5703     AMD    -0.06630108
6184     AMD    -0.20875481
6382     AMD    -0.07853327
7101     AMD     0.03023989
7502     AMD    -0.03104462
8028     AMD     0.14937740
8303     AMD    -0.22434044
9423     AMD    -0.02752467
9818     AMD     0.00426440
9955     AMD     0.17549559
10518    AMD    -0.13976194
11276    AMD    -0.03472571
11762    AMD    -0.08087848
12080    AMD     0.11005246
12363    AMD     0.07890846
12923    AMD     0.12385286
13266    AMD    -0.01454090
14529    AMD     0.08972391
14772    AMD     0.19720148
14976    AMD    -0.07480926
15362    AMD     0.02678408
15614    AMD    -0.07712912
16429    AMD    -0.21144751

AME
      ticker  signal_return
672      AME     0.03012150
1884     AME    -0.07651799
2254     AME     0.00429620
3315     AME    -0.00720682
3910     AME    -0.01058626
4782     AME    -0.07944220
5836     AME    -0.04492066
6837     AME    -0.02717148
7372     AME    -0.00313335
7992     AME    -0.00379096
8334     AME    -0.07534323
8551     AME    -0.06444342
9832     AME    -0.07038815
10182    AME     0.09975450
11392    AME     0.01106731
11786    AME    -0.09294863
12464    AME    -0.03387172
13267    AME    -0.00264147
13952    AME     0.03015304
14695    AME     0.01132010
15204    AME    -0.00095465
15416    AME     0.02784144
16262    AME     0.05752165
16741    AME     0.01577910
16998    AME    -0.03029765

AMG
      ticker  signal_return
152      AMG    -0.01272540
498      AMG     0.01033483
1205     AMG     0.04196420
1413     AMG    -0.00163090
1885     AMG    -0.01154796
2646     AMG    -0.00261788
3383     AMG     0.00826673
3620     AMG    -0.01511412
4253     AMG    -0.03095780
4783     AMG    -0.00628340
5649     AMG     0.02473997
7187     AMG    -0.03127064
8007     AMG    -0.01147504
8580     AMG     0.09604325
9094     AMG    -0.04145283
9963     AMG    -0.06641471
10256    AMG     0.03268671
11226    AMG     0.02439673
11550    AMG     0.04876503
12341    AMG     0.12143828
13804    AMG    -0.07478787
14177    AMG    -0.04600875
14786    AMG    -0.06892045
15417    AMG     0.02513013
16430    AMG     0.00025383
16672    AMG    -0.07404108

AMGN
      ticker  signal_return
107     AMGN    -0.04588221
693     AMGN    -0.04458622
1713    AMGN    -0.07772035
2070    AMGN    -0.00104767
2393    AMGN    -0.01104373
2647    AMGN     0.00411781
3455    AMGN    -0.00671839
3911    AMGN     0.02893424
4123    AMGN     0.05050047
4465    AMGN    -0.01352290
5001    AMGN     0.08522710
5594    AMGN    -0.05988647
6140    AMGN    -0.00223552
6803    AMGN     0.00779022
8361    AMGN    -0.02449580
8853    AMGN    -0.04580549
9118    AMGN    -0.07681131
10403   AMGN    -0.04040753
10748   AMGN    -0.03639937
11491   AMGN     0.01923017
11743   AMGN    -0.06342364
12465   AMGN    -0.08961411
12847   AMGN     0.05114581
13038   AMGN     0.00573831
13895   AMGN     0.03988549
14178   AMGN    -0.02624037
15348   AMGN     0.04063975
15677   AMGN     0.02755088
15890   AMGN    -0.11317974
16187   AMGN    -0.01379587
16631   AMGN     0.00523461

AMP
      ticker  signal_return
108      AMP    -0.01611884
458      AMP     0.04380707
837      AMP     0.04234140
1083     AMP    -0.01769958
1271     AMP     0.01843043
1522     AMP    -0.04017454
1886     AMP    -0.06712439
3203     AMP     0.02648991
3456     AMP     0.02372177
3933     AMP    -0.02379504
4285     AMP    -0.02368334
4784     AMP    -0.02670271
5199     AMP     0.01562773
5419     AMP     0.03368078
6141     AMP    -0.01678813
6457     AMP    -0.02905809
8700     AMP     0.08109474
9581     AMP    -0.04186597
10257    AMP     0.04076623
10591    AMP     0.12240041
11393    AMP     0.02132586
11721    AMP    -0.04113425
12116    AMP    -0.00683070
12466    AMP    -0.00371626
13391    AMP    -0.00158416
13805    AMP    -0.05068652
14087    AMP    -0.13224979
14406    AMP     0.04074555
14787    AMP    -0.03352950
15363    AMP     0.06429537
15696    AMP     0.00689632

AMT
      ticker  signal_return
459      AMT     0.04525200
1496     AMT     0.02574207
2871     AMT     0.02779068
3285     AMT    -0.01086910
3653     AMT     0.01237762
3805     AMT     0.02035558
4091     AMT     0.00020383
4926     AMT    -0.03283191
5420     AMT    -0.01311203
6610     AMT     0.00084558
7673     AMT    -0.04915761
8157     AMT    -0.02977862
8527     AMT     0.00496933
8854     AMT     0.02077112
9027     AMT    -0.00178724
9136     AMT    -0.08345041
9505     AMT    -0.04626785
10445    AMT    -0.00389906
10749    AMT    -0.03010087
11187    AMT     0.02532532
11435    AMT     0.01698731
11947    AMT    -0.01769624
12257    AMT     0.01938013
12410    AMT     0.01945604
12760    AMT     0.01900377
13473    AMT    -0.02509317
14043    AMT    -0.01345196
14407    AMT    -0.01492915
15541    AMT     0.07129888
15996    AMT     0.02490789
16108    AMT     0.01911627
16366    AMT     0.00404682
16632    AMT     0.00830260

AMZN
      ticker  signal_return
219     AMZN     0.00849890
549     AMZN     0.08747996
967     AMZN     0.06076961
1340    AMZN    -0.01042210
1693    AMZN    -0.15687724
1860    AMZN     0.00374281
2581    AMZN    -0.02407323
2789    AMZN     0.03889295
3695    AMZN    -0.06624226
5023    AMZN    -0.04362445
5523    AMZN    -0.09704805
6068    AMZN    -0.05130187
6324    AMZN     0.07418251
6569    AMZN    -0.00934868
7093    AMZN     0.08257720
8092    AMZN     0.15398447
9304    AMZN     0.10794412
9606    AMZN     0.03463769
9805    AMZN    -0.00244780
10117   AMZN    -0.17628480
10446   AMZN    -0.08803209
10674   AMZN     0.01149558
11551   AMZN    -0.01350940
11851   AMZN     0.07353386
12163   AMZN    -0.00484021
12711   AMZN     0.01093496
13039   AMZN     0.01795826
13425   AMZN    -0.01102561
13647   AMZN     0.04490660
14408   AMZN    -0.04990692
15092   AMZN     0.02683545
15542   AMZN     0.00677681
16040   AMZN     0.02475064
16388   AMZN     0.03855562
16606   AMZN     0.02912446
16904   AMZN    -0.01907360

ANDV
      ticker  signal_return
77      ANDV     0.00649135
290     ANDV    -0.05044607
855     ANDV     0.11728368
1101    ANDV    -0.03689438
1972    ANDV    -0.05596723
2790    ANDV    -0.03590984
3233    ANDV     0.04017685
3457    ANDV    -0.02321283
4092    ANDV     0.01862193
4238    ANDV     0.00346455
5143    ANDV     0.00933870
5403    ANDV     0.00987098
6244    ANDV     0.06961229
6422    ANDV     0.03584253
6637    ANDV    -0.10414939
8029    ANDV     0.06403273
8552    ANDV    -0.17671139
9506    ANDV     0.02384411
9806    ANDV    -0.04204380
10447   ANDV     0.09308246
10656   ANDV     0.13273343
10893   ANDV    -0.23176583
11930   ANDV    -0.01702503
12342   ANDV    -0.01812656
13441   ANDV     0.02613637
14198   ANDV     0.01564721
14788   ANDV    -0.02565231
16090   ANDV     0.03144184
16937   ANDV     0.06605597

ANSS
      ticker  signal_return
1759    ANSS    -0.01567781
2376    ANSS    -0.00368470
3621    ANSS    -0.03241690
3934    ANSS     0.01546292
4151    ANSS     0.00956945
4862    ANSS    -0.03271508
5421    ANSS     0.01732012
5928    ANSS    -0.04301869
6524    ANSS    -0.00364658
6880    ANSS     0.00820829
7313    ANSS    -0.07084126
7390    ANSS    -0.01649246
7563    ANSS    -0.01271508
8093    ANSS    -0.01887667
8476    ANSS     0.01903433
8855    ANSS    -0.07684858
9539    ANSS    -0.07743739
10183   ANSS     0.03715240
10750   ANSS    -0.05428564
11412   ANSS    -0.01056308
11641   ANSS     0.02291893
13096   ANSS     0.04868753
13292   ANSS    -0.03183731
14213   ANSS    -0.01434745
14622   ANSS     0.00927103
15418   ANSS     0.08151109
15678   ANSS    -0.00392377
16263   ANSS     0.10002697
16704   ANSS     0.03390155

ANTM
      ticker  signal_return
204     ANTM    -0.04675131
968     ANTM     0.04152319
1760    ANTM    -0.00509088
2343    ANTM     0.06946588
2929    ANTM     0.02246861
3076    ANTM    -0.02895784
3606    ANTM     0.02788883
4318    ANTM     0.03825900
5144    ANTM    -0.01055356
5360    ANTM     0.00431106
6028    ANTM     0.06774035
6570    ANTM     0.00823078
6792    ANTM     0.04088332
7424    ANTM     0.04068069
7812    ANTM    -0.06466326
8304    ANTM    -0.01166444
8701    ANTM     0.03377096
9768    ANTM    -0.04222280
10751   ANTM    -0.11320376
11125   ANTM    -0.02504907
11478   ANTM    -0.03222635
11763   ANTM    -0.07215968
12081   ANTM     0.00202939
12467   ANTM    -0.04016978
12924   ANTM    -0.11148905
13953   ANTM    -0.02981815
14214   ANTM    -0.16453529
14409   ANTM     0.07814455
14644   ANTM     0.01337595
14938   ANTM    -0.02114851
15100   ANTM     0.03733379
15318   ANTM     0.01174738
15716   ANTM     0.01718355
16306   ANTM     0.03010022
16860   ANTM     0.00907717
17088   ANTM    -0.00968031

AON
      ticker  signal_return
136      AON     0.05068605
609      AON     0.03223567
838      AON     0.02390552
1174     AON     0.00229344
1761     AON    -0.03490967
2095     AON    -0.00706467
3064     AON     0.02621220
3286     AON     0.00198676
3958     AON    -0.01037745
4741     AON    -0.00380719
5188     AON     0.02390641
5422     AON     0.06574143
6423     AON     0.02275571
7434     AON     0.00148331
7759     AON    -0.03942899
8758     AON     0.06682713
9912     AON    -0.06034660
10258    AON     0.02468979
11003    AON     0.02434444
11227    AON     0.02774867
11642    AON     0.01223853
12091    AON     0.02621285
12545    AON    -0.09242000
12790    AON     0.00415201
13335    AON    -0.01692272
13648    AON    -0.00158912
14063    AON    -0.04261294
14660    AON    -0.02081102
15863    AON    -0.00632567
16224    AON     0.00828654
16497    AON     0.04015767
16705    AON     0.01614995
16999    AON    -0.00181105

AOS
      ticker  signal_return
153      AOS    -0.00022024
499      AOS     0.11558103
771      AOS     0.03080613
1084     AOS    -0.05256002
1762     AOS     0.06754267
3077     AOS     0.02920641
4785     AOS    -0.10782204
5002     AOS     0.04946977
5345     AOS    -0.00651347
5609     AOS    -0.02030619
5899     AOS     0.00693768
6279     AOS     0.04217692
6445     AOS     0.01988453
6653     AOS    -0.02625318
6838     AOS     0.00307031
7165     AOS     0.02622228
7373     AOS     0.03741812
7547     AOS     0.01327820
8856     AOS    -0.09751630
9476     AOS     0.01892474
9735     AOS    -0.02402364
10259    AOS     0.06062462
11277    AOS     0.01796887
11492    AOS     0.01450407
12092    AOS     0.02532985
12292    AOS     0.01698703
12661    AOS     0.03183382
12962    AOS     0.00925802
13293    AOS     0.00177314
13676    AOS     0.00556653
14241    AOS    -0.06443913
15679    AOS    -0.01259611
15891    AOS    -0.01987982
16307    AOS     0.04130605
16905    AOS     0.00867339

APA
      ticker  signal_return
137      APA    -0.02037616
460      APA    -0.01232328
916      APA    -0.00697095
1763     APA     0.01245285
2758     APA     0.00254895
2974     APA     0.00354768
3105     APA     0.03900692
3356     APA     0.03449322
3806     APA    -0.03694247
4518     APA     0.09225729
4695     APA     0.10536167
5524     APA     0.12711022
5737     APA    -0.13169547
7044     APA    -0.04069257
7774     APA     0.00789409
8008     APA     0.12721931
8236     APA     0.04695091
8857     APA    -0.06571096
9095     APA    -0.20892978
9540     APA     0.05182507
10184    APA     0.02685632
11053    APA     0.03256149
11523    APA     0.05201947
11804    APA    -0.06331114
12093    APA    -0.02169282
13060    APA    -0.00020050
13457    APA     0.03248932
13689    APA    -0.01566364
14661    APA    -0.00318931
15319    APA     0.03863937
15629    APA     0.04537020
16264    APA    -0.03051050

APC
      ticker  signal_return
6        APC     0.00168865
461      APC    -0.01570767
832      APC    -0.02546510
1102     APC     0.05516514
1235     APC    -0.01003884
2255     APC    -0.03012888
2572     APC    -0.00060612
3347     APC     0.01147381
3731     APC    -0.02392200
4519     APC     0.06329019
4696     APC     0.03510255
5525     APC     0.07272322
5738     APC    -0.14852056
6458     APC    -0.03591385
7029     APC     0.02790879
7798     APC     0.06880083
8158     APC    -0.02564243
8759     APC     0.00247471
9913     APC     0.21325354
10185    APC     0.26591179
11764    APC    -0.12102329
12791    APC    -0.04779797
13458    APC     0.03662153
13706    APC     0.02353050
14662    APC     0.02259065
15649    APC     0.04469372
16005    APC    -0.03405070
16206    APC     0.12945669
16834    APC     0.06544518
17068    APC     0.01882718

APD
      ticker  signal_return
1370     APD    -0.01554650
1887     APD    -0.12903939
2071     APD     0.03685622
2256     APD    -0.00556603
3287     APD     0.05664117
3839     APD    -0.02809320
4742     APD    -0.04913380
5361     APD     0.04559675
5650     APD     0.00211050
6383     APD     0.03972319
6654     APD    -0.03540079
7236     APD    -0.02879429
7908     APD     0.03424950
8305     APD    -0.11691126
10040    APD     0.00151032
10186    APD     0.05496071
11228    APD     0.03629660
11680    APD    -0.04146452
12468    APD    -0.03942507
12831    APD     0.00734183
13225    APD     0.02508050
13896    APD    -0.00646230
14645    APD     0.03862540
15879    APD    -0.00782654
16431    APD     0.00576651

APH
      ticker  signal_return
500      APH    -0.01028446
969      APH     0.01123275
1175     APH     0.02174302
1442     APH     0.03167511
2439     APH    -0.00569986
2767     APH     0.00146444
3288     APH     0.00090679
4109     APH     0.03860421
4484     APH    -0.06471577
4786     APH    -0.06624658
5526     APH    -0.02221375
5837     APH    -0.05664536
6424     APH     0.01971820
6691     APH     0.03526361
7237     APH    -0.04778344
8051     APH    -0.04650324
8760     APH     0.01849561
9541     APH    -0.00985409
9807     APH    -0.01914196
10169    APH     0.07833773
10988    APH     0.01444816
11229    APH     0.02370558
12214    APH    -0.02155688
13203    APH     0.02544999
13411    APH     0.02096191
13615    APH     0.00264736
13998    APH    -0.02345523
14337    APH     0.01794901
14623    APH     0.00000000
15543    APH     0.01558845
15864    APH    -0.00352252
16308    APH     0.00662803
16742    APH     0.02998026

ARE
      ticker  signal_return
673      ARE    -0.06358589
1152     ARE    -0.03081056
1662     ARE     0.06054442
1973     ARE     0.02528264
2257     ARE    -0.00500644
2703     ARE    -0.00555745
2914     ARE     0.00653990
3163     ARE    -0.00430108
3709     ARE     0.01422788
4174     ARE    -0.00200828
4421     ARE     0.02043982
4905     ARE     0.02921265
5145     ARE    -0.00822652
5498     ARE     0.03970092
5977     ARE     0.05001042
6213     ARE    -0.01302249
6881     ARE    -0.04022594
7292     ARE    -0.03882726
7876     ARE    -0.02791524
8637     ARE    -0.09743291
8968     ARE     0.01940210
9340     ARE    -0.03229212
10354    ARE     0.09944399
10752    ARE    -0.02239839
11339    ARE     0.01672630
11524    ARE     0.01021459
11883    ARE    -0.01170344
12094    ARE    -0.00932910
12631    ARE     0.04465202
12889    ARE     0.04109663
13442    ARE    -0.03700173
15004    ARE    -0.03108316
15544    ARE     0.01516674
16906    ARE    -0.01815786

ARMENA
       ticker  signal_return
7      ARMENA     0.03745211
235    ARMENA     0.05684842
414    ARMENA     0.04793589
716    ARMENA     0.05377418
970    ARMENA     0.05638024
1153   ARMENA     0.05894809
1322   ARMENA     0.05928705
1497   ARMENA     0.05483320
1736   ARMENA     0.04930850
1989   ARMENA     0.05603364
2185   ARMENA     0.05583364
2364   ARMENA     0.05653170
2500   ARMENA     0.04851676
2670   ARMENA     0.06540586
2872   ARMENA     0.06291608
3035   ARMENA     0.06754119
3188   ARMENA     0.06611874
3404   ARMENA     0.07009563
3678   ARMENA     0.06840300
3883   ARMENA     0.06370824
4110   ARMENA     0.06460442
4263   ARMENA     0.06930610
4451   ARMENA     0.07627783
4635   ARMENA     0.06305266
4944   ARMENA     0.06782208
5146   ARMENA     0.07728589
5362   ARMENA     0.06652433
5636   ARMENA     0.06852636
5838   ARMENA     0.07439709
6029   ARMENA     0.07025381
...       ...            ...
11091  ARMENA     0.08796202
11323  ARMENA     0.09340656
11503  ARMENA     0.08768158
11776  ARMENA     0.09471201
11948  ARMENA     0.09651930
12117  ARMENA     0.10187669
12311  ARMENA     0.09267679
12546  ARMENA     0.08698202
12832  ARMENA     0.09535505
13020  ARMENA     0.09984862
13188  ARMENA     0.09670007
13336  ARMENA     0.10057619
13568  ARMENA     0.09132549
13707  ARMENA     0.10861062
13942  ARMENA     0.10228676
14199  ARMENA     0.10005106
14520  ARMENA     0.09584820
14696  ARMENA     0.09553943
14919  ARMENA     0.09709451
15005  ARMENA     0.08657880
15136  ARMENA     0.09653739
15364  ARMENA     0.10299514
15630  ARMENA     0.09807766
15842  ARMENA     0.09420044
16018  ARMENA     0.09974808
16120  ARMENA     0.09747973
16367  ARMENA     0.10326388
16567  ARMENA     0.10843911
16816  ARMENA     0.10388292
17053  ARMENA     0.09773759

[85 rows x 2 columns]

ARNC
      ticker  signal_return
154     ARNC    -0.06457749
610     ARNC     0.04389419
1323    ARNC     0.05464774
1523    ARNC     0.10840297
2487    ARNC     0.00869915
2704    ARNC     0.01626052
2890    ARNC    -0.01761903
3234    ARNC     0.03232889
3500    ARNC     0.00540177
3679    ARNC     0.08312664
4668    ARNC     0.05074520
5423    ARNC    -0.06878823
6743    ARNC     0.05244648
6945    ARNC    -0.04540988
7534    ARNC     0.03583445
7734    ARNC     0.05568891
7977    ARNC     0.05341970
8216    ARNC     0.05646661
8535    ARNC     0.07500758
8858    ARNC    -0.17005146
9207    ARNC    -0.09993179
9669    ARNC    -0.08491337
10093   ARNC    -0.23325336
10433   ARNC     0.04495139
11681   ARNC    -0.01724181
12866   ARNC    -0.02785695
13918   ARNC    -0.02477358
14215   ARNC    -0.05615868
15205   ARNC     0.18733301
15419   ARNC     0.04749496

ATVI
      ticker  signal_return
1371    ATVI     0.01041391
1990    ATVI     0.00254259
2351    ATVI     0.00889098
3340    ATVI     0.02076199
3577    ATVI     0.02062834
4304    ATVI    -0.11050120
4466    ATVI     0.04045282
4669    ATVI     0.07186744
6086    ATVI    -0.10767465
6401    ATVI     0.05564932
7138    ATVI     0.02762090
7330    ATVI     0.01761201
7564    ATVI    -0.04289463
8217    ATVI    -0.02820353
8498    ATVI     0.00936044
9047    ATVI     0.01205030
9278    ATVI     0.06821500
9582    ATVI     0.00834033
9853    ATVI     0.00362319
10694   ATVI     0.05634840
11552   ATVI    -0.02272498
11919   ATVI    -0.00901863
12728   ATVI     0.00362626
13426   ATVI     0.01414903
14044   ATVI    -0.10128798
14351   ATVI     0.07470208
14697   ATVI    -0.03886392
15298   ATVI     0.11210223
15786   ATVI     0.02376882
16032   ATVI    -0.01375983
16265   ATVI     0.05932893
16545   ATVI     0.04402458
16960   ATVI     0.00247504

AVB
      ticker  signal_return
971      AVB     0.02101447
1948     AVB     0.02676722
2459     AVB     0.02587149
2903     AVB     0.01877518
3141     AVB    -0.01291439
3663     AVB     0.02008141
3861     AVB    -0.00053652
4112     AVB     0.00490758
4365     AVB    -0.07721644
4562     AVB    -0.03129467
5174     AVB     0.00018970
5499     AVB     0.02402185
5871     AVB     0.01842131
6030     AVB     0.03498153
7565     AVB    -0.03183001
8428     AVB     0.02735820
8638     AVB    -0.07878363
9270     AVB     0.02161559
10753    AVB    -0.04144057
11188    AVB     0.03384248
11949    AVB    -0.05881670
12215    AVB    -0.00051887
13474    AVB    -0.07425529
13806    AVB    -0.01219418
14927    AVB     0.02227126
15027    AVB    -0.00821614
15590    AVB     0.01070997
15932    AVB    -0.00087241
16116    AVB     0.01334949
16407    AVB     0.00673052
16907    AVB     0.00234850

AVGO
      ticker  signal_return
138     AVGO     0.07904520
415     AVGO     0.02852879
1164    AVGO     0.08248607
1622    AVGO    -0.02195076
2028    AVGO     0.06387100
2405    AVGO     0.00356451
2915    AVGO     0.00266944
3078    AVGO     0.01742351
3578    AVGO    -0.00514627
4272    AVGO     0.05475301
4485    AVGO    -0.07309453
5363    AVGO     0.03988950
5637    AVGO    -0.01034335
6064    AVGO     0.01734243
6459    AVGO     0.15130773
6864    AVGO    -0.05463118
7513    AVGO     0.00963609
8477    AVGO     0.01001189
8702    AVGO    -0.07323204
9854    AVGO     0.07520924
10835   AVGO    -0.13491681
11230   AVGO     0.04041280
11553   AVGO    -0.05113490
12216   AVGO    -0.03803956
12997   AVGO     0.03668451
13204   AVGO     0.01054013
14863   AVGO     0.02151466
15117   AVGO     0.09613530
15349   AVGO     0.02040544
15591   AVGO     0.03009486
15843   AVGO    -0.02857107
16528   AVGO     0.03475619
16908   AVGO    -0.07025140

AVY
      ticker  signal_return
350      AVY    -0.04191884
674      AVY    -0.00356731
1414     AVY     0.00453069
1623     AVY    -0.04671508
1949     AVY    -0.03429380
2916     AVY     0.02622824
4579     AVY     0.07975402
4787     AVY    -0.09993591
5451     AVY     0.01903129
5774     AVY     0.00136946
6031     AVY    -0.02144955
6595     AVY    -0.03245086
7204     AVY     0.09129019
7391     AVY     0.02287308
8143     AVY    -0.04277867
8553     AVY    -0.12190987
8859     AVY    -0.03867220
9478     AVY     0.01513542
10260    AVY    -0.02703318
10974    AVY     0.05556604
11278    AVY     0.03294547
11643    AVY     0.01299599
11877    AVY     0.00199349
12312    AVY    -0.04631625
12547    AVY    -0.02568337
12998    AVY     0.00178072
14088    AVY    -0.00112676
15206    AVY     0.06395942
15680    AVY    -0.00496895
16225    AVY     0.01808368
16498    AVY    -0.01689371
16861    AVY     0.00299952

AWK
      ticker  signal_return
802      AWK    -0.00249092
2072     AWK     0.02873176
2377     AWK    -0.00948292
2817     AWK     0.00359340
3142     AWK    -0.01387904
3546     AWK    -0.01665848
4024     AWK    -0.07425597
4124     AWK     0.01869965
4273     AWK    -0.02866215
4958     AWK     0.04940938
5929     AWK     0.00999453
6194     AWK    -0.01639965
7566     AWK     0.04168505
7921     AWK    -0.04515350
8569     AWK    -0.03388857
9119     AWK     0.03543678
9279     AWK     0.01297035
10023    AWK     0.01722307
10538    AWK     0.02559661
10827    AWK     0.02033767
11004    AWK     0.00203400
11231    AWK    -0.00673983
11504    AWK    -0.01633040
11852    AWK     0.03155747
12023    AWK    -0.01473570
12217    AWK     0.02211821
12411    AWK     0.05448051
13357    AWK     0.01031917
13764    AWK    -0.00706717
15615    AWK     0.00731435
16135    AWK     0.01997177
17054    AWK    -0.02074995

AXP
      ticker  signal_return
501      AXP     0.01937973
1025     AXP     0.02331163
1341     AXP     0.02023468
1678     AXP    -0.09337735
2321     AXP    -0.02524678
3235     AXP     0.02416682
4002     AXP     0.00380338
4788     AXP    -0.01645407
5175     AXP    -0.00795672
5595     AXP    -0.05253912
6110     AXP     0.05999315
6325     AXP     0.03288071
8052     AXP    -0.03950940
8336     AXP    -0.08123301
9702     AXP    -0.00616076
9940     AXP     0.01527848
10170    AXP     0.04985114
10539    AXP     0.01980989
10836    AXP    -0.08023834
11554    AXP     0.06342183
12469    AXP    -0.03921918
13852    AXP    -0.07523746
13999    AXP    -0.02195229
14352    AXP     0.05848298
14789    AXP     0.01376935
15006    AXP     0.00562277
15350    AXP     0.02117353
15717    AXP    -0.03338815
17089    AXP     0.03368053

AYI
      ticker  signal_return
139      AYI     0.06010661
550      AYI    -0.00998012
879      AYI    -0.01717975
1272     AYI     0.01134474
1548     AYI     0.00952070
2198     AYI    -0.00822461
2626     AYI    -0.01331278
3430     AYI    -0.12426713
3912     AYI    -0.03760883
4636     AYI    -0.04590045
5048     AYI     0.03085432
6065     AYI     0.01781383
6413     AYI     0.02344347
6840     AYI     0.00584727
7281     AYI     0.04067878
7735     AYI    -0.02370302
7993     AYI     0.03127792
8408     AYI     0.05667545
9096     AYI    -0.01071998
9479     AYI    -0.00404155
9736     AYI     0.00128674
10094    AYI    -0.10835399
10448    AYI     0.04965955
10712    AYI    -0.06900372
11493    AYI     0.01112620
12548    AYI    -0.13950804
12729    AYI     0.00177396
13157    AYI     0.00908484
13616    AYI    -0.00558419
13807    AYI    -0.00081205
14139    AYI    -0.12120144
15063    AYI    -0.03169589
16019    AYI     0.11843157
16743    AYI    -0.03154947

AZO
      ticker  signal_return
109      AZO    -0.02597735
803      AZO     0.04809405
1026     AZO    -0.02097091
1210     AZO     0.00783175
1524     AZO     0.02068146
1974     AZO     0.04128905
3794     AZO    -0.00835062
5069     AZO     0.03775246
5319     AZO     0.00693054
5596     AZO     0.02102459
5775     AZO    -0.01142197
6596     AZO     0.02193213
6946     AZO     0.02566082
7922     AZO    -0.01985703
8429     AZO     0.05594264
8683     AZO    -0.02621618
9382     AZO     0.04342421
10449    AZO    -0.05973879
10989    AZO     0.00417816
11324    AZO    -0.02535315
12082    AZO    -0.02496603
12632    AZO     0.01363283
13459    AZO    -0.02551556
14585    AZO     0.02005480
15320    AZO    -0.03370573
15796    AZO    -0.01737263
16070    AZO     0.01672270
16408    AZO     0.00290323
16607    AZO     0.10027598

BA
      ticker  signal_return
8         BA     0.08154159
502       BA     0.06497795
772       BA     0.02630581
1002      BA    -0.04705706
1549      BA    -0.03931922
1820      BA     0.00711417
2904      BA     0.00095135
3088      BA     0.02269643
3862      BA     0.03119494
5364      BA     0.00997609
6289      BA     0.06373703
6495      BA     0.02681938
7238      BA    -0.03815388
7923      BA    -0.06299206
8159      BA    -0.03760306
8703      BA     0.04477692
9383      BA     0.01740388
9769      BA    -0.00497079
10187     BA     0.11781905
10574     BA    -0.00743498
10837     BA    -0.08584261
11305     BA    -0.06720166
11805     BA    -0.02205348
12549     BA    -0.06400354
12999     BA    -0.01923350
14045     BA     0.03979418
14410     BA     0.01578644
14646     BA     0.03256856
15161     BA     0.03638989
15521     BA     0.07775922
16514     BA    -0.00499148
16762     BA     0.01569908
17055     BA     0.03694298

BAC
      ticker  signal_return
252      BAC    -0.02064865
972      BAC     0.05286712
1457     BAC     0.05908892
2419     BAC    -0.04391923
2627     BAC     0.01060191
2818     BAC    -0.00799471
3020     BAC    -0.03974925
4410     BAC     0.01675683
4677     BAC    -0.06449996
5651     BAC    -0.00339944
5900     BAC    -0.03634699
6087     BAC     0.07903005
7444     BAC     0.01244461
7612     BAC    -0.00116414
8160     BAC     0.00997791
8761     BAC     0.02519875
9624     BAC    -0.01685433
10188    BAC     0.18531110
10551    BAC     0.05471043
10838    BAC    -0.12926604
11604    BAC     0.04494362
12470    BAC    -0.01602476
13131    BAC     0.00329924
13294    BAC     0.02718132
13883    BAC     0.02842647
14089    BAC     0.06316680
14411    BAC     0.10610651
14663    BAC     0.07082201
15249    BAC    -0.01374592
15493    BAC     0.06106460

BAKERI
       ticker  signal_return
78     BAKERI     0.04767295
271    BAKERI     0.04807057
439    BAKERI     0.03816472
742    BAKERI     0.05658659
973    BAKERI     0.04740326
1140   BAKERI     0.05908130
1324   BAKERI     0.05326556
1498   BAKERI     0.04705862
1737   BAKERI     0.06047031
1991   BAKERI     0.05439864
2186   BAKERI     0.06410303
2352   BAKERI     0.05881437
2488   BAKERI     0.06384222
2648   BAKERI     0.06238209
2857   BAKERI     0.06437838
3021   BAKERI     0.06705750
3164   BAKERI     0.06834974
3384   BAKERI     0.07579272
3622   BAKERI     0.07245552
3795   BAKERI     0.06941570
4025   BAKERI     0.07201263
4192   BAKERI     0.05941018
4336   BAKERI     0.06469612
4520   BAKERI     0.07737018
4697   BAKERI     0.07430374
5003   BAKERI     0.07065093
5245   BAKERI     0.07672279
5452   BAKERI     0.07945898
5704   BAKERI     0.06663855
5943   BAKERI     0.07171252
...       ...            ...
11071  BAKERI     0.09105962
11325  BAKERI     0.08957394
11505  BAKERI     0.08731239
11777  BAKERI     0.09691916
11950  BAKERI     0.08844940
12118  BAKERI     0.09692611
12313  BAKERI     0.09035091
12550  BAKERI     0.09769567
12833  BAKERI     0.10160969
13021  BAKERI     0.09559473
13189  BAKERI     0.09128400
13337  BAKERI     0.08526328
13569  BAKERI     0.10811301
13725  BAKERI     0.10529512
13954  BAKERI     0.09368626
14216  BAKERI     0.09369731
14530  BAKERI     0.10660824
14749  BAKERI     0.09989335
14928  BAKERI     0.10406600
15028  BAKERI     0.10036544
15149  BAKERI     0.09798655
15371  BAKERI     0.09464585
15631  BAKERI     0.10487668
15844  BAKERI     0.10521869
16020  BAKERI     0.10334297
16121  BAKERI     0.10134545
16368  BAKERI     0.10555431
16568  BAKERI     0.10844248
16817  BAKERI     0.10540514
17056  BAKERI     0.10246658

[86 rows x 2 columns]

BAX
      ticker  signal_return
229      BAX     0.02581768
1372     BAX     0.01612474
1550     BAX    -0.03729123
2489     BAX    -0.00744523
3664     BAX     0.01957370
4467     BAX     0.01581609
4863     BAX    -0.00272382
5597     BAX    -0.03396929
6537     BAX    -0.01235032
7139     BAX    -0.03095959
7514     BAX     0.00761770
7852     BAX    -0.04526158
8409     BAX     0.02004273
9138     BAX    -0.02664402
10404    BAX    -0.02634285
10934    BAX     0.01867625
11126    BAX     0.00000000
11347    BAX     0.01800553
11555    BAX     0.04253993
11884    BAX    -0.00088692
12963    BAX     0.00291182
13168    BAX    -0.04015935
14064    BAX    -0.02221399
14647    BAX    -0.00871758
15299    BAX     0.02167939
15559    BAX     0.02145833
15808    BAX     0.00833742
16080    BAX     0.00628035
16339    BAX     0.01073548
16585    BAX     0.04567791
16862    BAX    -0.03510918

BBT
      ticker  signal_return
343      BBT    -0.02738266
1227     BBT     0.04803573
1479     BBT     0.04900642
2322     BBT     0.02545180
2460     BBT    -0.02936996
3579     BBT    -0.00302420
4026     BBT    -0.01451805
4945     BBT    -0.05455649
5652     BBT    -0.01167177
5901     BBT    -0.03712302
6069     BBT     0.00549603
6827     BBT    -0.01172884
7567     BBT     0.02858746
8704     BBT     0.05622901
9625     BBT    -0.00302059
10189    BBT     0.12883979
10552    BBT    -0.00704679
10839    BBT    -0.09506997
11722    BBT    -0.03173954
12119    BBT    -0.00523778
13115    BBT     0.00119249
13358    BBT    -0.02376036
13808    BBT    -0.00180389
14353    BBT     0.09394371
14664    BBT     0.03325309
14939    BBT    -0.01949627
15494    BBT     0.03751593
15964    BBT    -0.01219803
16152    BBT    -0.01305380
16835    BBT    -0.06686175

BBY
      ticker  signal_return
97       BBY    -0.00786786
440      BBY     0.05507736
804      BBY    -0.12764769
1551     BBY     0.40546511
1821     BBY    -0.03766307
3204     BBY     0.02517294
3523     BBY    -0.00229320
4422     BBY    -0.02043340
5404     BBY    -0.06492436
5902     BBY    -0.01472108
6780     BBY    -0.04387026
7166     BBY    -0.03389213
7469     BBY    -0.02195960
7924     BBY    -0.05498339
8337     BBY     0.02431059
8762     BBY    -0.19341509
8989     BBY     0.06593419
9037     BBY    -0.08004271
9688     BBY     0.07671394
10484    BBY    -0.05520165
10935    BBY     0.08143501
12314    BBY    -0.02383063
12964    BBY     0.01108626
13169    BBY     0.13212225
14531    BBY     0.11654618
14790    BBY    -0.03566562
16021    BBY     0.04961440
16207    BBY     0.04494471
16763    BBY    -0.05228197

BCR
      ticker  signal_return
9        BCR    -0.02914023
503      BCR     0.10346994
1480     BCR    -0.05212783
1888     BCR    -0.11275616
2096     BCR     0.01893026
2353     BCR    -0.00054649
2542     BCR    -0.07021400
3895     BCR    -0.02687124
4637     BCR    -0.03834688
5004     BCR     0.06731864
5320     BCR     0.01057257
5583     BCR    -0.02278165
6032     BCR     0.02009479
8094     BCR     0.06619664
8362     BCR     0.03077323
9424     BCR    -0.03628603
10405    BCR    -0.03014206
10936    BCR     0.00816625
11316    BCR     0.03734534
11644    BCR     0.03039471
11931    BCR     0.01118963
12275    BCR     0.01530383
12412    BCR     0.03538873
13241    BCR    -0.01211805
13475    BCR    -0.07381693
14140    BCR    -0.04682695
14485    BCR    -0.05773079
14997    BCR     0.03167314
15271    BCR     0.00772882
15522    BCR     0.01706715
15826    BCR     0.00201224
16208    BCR     0.18871265
16818    BCR     0.01294682

BDX
      ticker  signal_return
504      BDX     0.00994177
805      BDX     0.01327474
1399     BDX     0.02227023
1578     BDX    -0.05141490
2029     BDX     0.01667583
2258     BDX     0.00566353
2511     BDX    -0.03786188
3205     BDX    -0.00164815
4070     BDX    -0.02367637
4423     BDX    -0.00359918
4686     BDX    -0.01873742
5473     BDX     0.01843341
6011     BDX     0.00989936
6597     BDX    -0.00730215
7361     BDX    -0.01702866
8080     BDX     0.02078478
8363     BDX    -0.00857684
9139     BDX    -0.05997483
9542     BDX     0.04046560
9914     BDX    -0.00671938
10713    BDX    -0.07428752
11348    BDX     0.03978661
11556    BDX     0.01541709
11839    BDX     0.03172747
12218    BDX    -0.01663032
12413    BDX     0.01983793
12761    BDX    -0.02045155
13630    BDX    -0.01533609
14090    BDX    -0.04241786
14486    BDX    -0.05920723
15272    BDX     0.01556738
15592    BDX     0.01049305
16226    BDX    -0.00641667
16819    BDX     0.02633765

BEN
      ticker  signal_return
140      BEN     0.00807542
653      BEN    -0.04735947
1042     BEN     0.00089807
1273     BEN     0.02066114
1624     BEN    -0.09677677
1822     BEN    -0.00945187
2975     BEN    -0.00415651
3289     BEN     0.02530014
4003     BEN    -0.02083985
4743     BEN    -0.02799263
5598     BEN    -0.07699575
6111     BEN    -0.02227862
7589     BEN    -0.02105755
7925     BEN     0.00020456
8307     BEN     0.04563781
8570     BEN     0.12334455
9084     BEN    -0.02258584
9583     BEN    -0.02395617
9982     BEN    -0.06775693
10261    BEN     0.00088093
11027    BEN     0.02322348
11682    BEN    -0.09333194
12011    BEN    -0.06411035
12293    BEN    -0.00463769
12471    BEN    -0.06337761
14200    BEN    -0.14004607
14354    BEN     0.02006240
14832    BEN    -0.04229063
15495    BEN     0.03133293
17024    BEN     0.00771504

BIFLOR
       ticker  signal_return
10     BIFLOR     0.04462188
236    BIFLOR     0.04125955
441    BIFLOR     0.05238681
743    BIFLOR     0.04306611
917    BIFLOR     0.05408461
1127   BIFLOR     0.04915986
1256   BIFLOR     0.06031865
1469   BIFLOR     0.05960519
1694   BIFLOR     0.04397776
1959   BIFLOR     0.05570939
2148   BIFLOR     0.05067763
2333   BIFLOR     0.05205321
2461   BIFLOR     0.06756216
2628   BIFLOR     0.07066640
2819   BIFLOR     0.06488404
3001   BIFLOR     0.06455002
3117   BIFLOR     0.07028910
3362   BIFLOR     0.06030369
3560   BIFLOR     0.06759500
3732   BIFLOR     0.06795824
3959   BIFLOR     0.06981848
4152   BIFLOR     0.05687908
4305   BIFLOR     0.06278737
4486   BIFLOR     0.06738971
4687   BIFLOR     0.06347472
4967   BIFLOR     0.07202140
5246   BIFLOR     0.08233019
5453   BIFLOR     0.07819704
5713   BIFLOR     0.07161502
5953   BIFLOR     0.07266108
...       ...            ...
11092  BIFLOR     0.08862651
11326  BIFLOR     0.08855893
11506  BIFLOR     0.09375478
11778  BIFLOR     0.09289884
11951  BIFLOR     0.09651228
12120  BIFLOR     0.09378476
12315  BIFLOR     0.10241668
12551  BIFLOR     0.09571380
12834  BIFLOR     0.08607226
13022  BIFLOR     0.09654009
13190  BIFLOR     0.09987299
13338  BIFLOR     0.10017114
13570  BIFLOR     0.09200267
13708  BIFLOR     0.09450491
13943  BIFLOR     0.09606512
14201  BIFLOR     0.10085319
14521  BIFLOR     0.10115431
14698  BIFLOR     0.09606519
14920  BIFLOR     0.09907433
15007  BIFLOR     0.10378693
15137  BIFLOR     0.10189678
15365  BIFLOR     0.10192291
15616  BIFLOR     0.10646807
15827  BIFLOR     0.11359444
16006  BIFLOR     0.10386845
16122  BIFLOR     0.09862499
16369  BIFLOR     0.11153799
16569  BIFLOR     0.10570217
16820  BIFLOR     0.09918245
17057  BIFLOR     0.10498331

[86 rows x 2 columns]

BIIB
      ticker  signal_return
11      BIIB     0.02194394
611     BIIB    -0.02644395
1043    BIIB     0.00197273
1579    BIIB    -0.00478910
2052    BIIB     0.06245844
2582    BIIB    -0.03312918
3580    BIIB    -0.06685279
3840    BIIB    -0.03742446
4864    BIIB    -0.05869277
5776    BIIB    -0.04913798
6185    BIIB     0.08089780
6384    BIIB     0.01546015
6656    BIIB     0.01321231
6828    BIIB    -0.00914712
7188    BIIB    -0.05357264
8308    BIIB    -0.02945881
8763    BIIB    -0.02214508
9281    BIIB    -0.03683173
10118   BIIB    -0.14732266
10450   BIIB     0.00483863
10754   BIIB    -0.03225327
11765   BIIB    -0.06991553
12164   BIIB    -0.18125217
12294   BIIB     0.04842690
12472   BIIB    -0.09776032
13061   BIIB     0.03758448
13919   BIIB    -0.01556954
14179   BIIB    -0.11804938
14355   BIIB    -0.04452708
15496   BIIB     0.02807930
15778   BIIB    -0.07586310
16499   BIIB     0.04709601
16730   BIIB    -0.02911651

BK
      ticker  signal_return
675       BK     0.04063348
974       BK     0.00656131
1373      BK     0.00840219
1803      BK     0.01196392
2420      BK     0.00481519
3385      BK     0.06232461
3807      BK     0.00148202
4452      BK    -0.03650595
4744      BK     0.02249722
5653      BK    -0.00634458
6113      BK     0.02680545
7125      BK     0.01595521
7515      BK    -0.00319562
8009      BK    -0.03383737
8237      BK    -0.00204410
8555      BK    -0.15813563
8860      BK    -0.01744529
9612      BK     0.01239685
10148     BK     0.10655657
10534     BK    -0.02316417
11683     BK     0.02888325
12095     BK     0.00907577
12552     BK    -0.09282407
13359     BK    -0.02845177
14000     BK     0.02288387
14314     BK     0.07417286
14699     BK    -0.00515731
16978     BK     0.02368908

BLK
      ticker  signal_return
462      BLK     0.05267286
1342     BLK     0.00830038
1889     BLK    -0.06609986
3405     BLK     0.00629560
4239     BLK    -0.00781623
5147     BLK     0.01916379
5424     BLK     0.02688041
6425     BLK     0.01406418
7590     BLK    -0.01460405
7926     BLK     0.00526723
8478     BLK     0.01125307
8705     BLK     0.04726079
9384     BLK     0.06340100
9784     BLK    -0.01346476
10355    BLK     0.06047030
11232    BLK     0.00172396
11557    BLK     0.05360622
12553    BLK    -0.11188920
13040    BLK     0.00095518
13360    BLK    -0.03541880
13897    BLK     0.02979699
14091    BLK    -0.06892035
14833    BLK    -0.00825781
16692    BLK     0.05780319
17000    BLK     0.00742754

BLL
      ticker  signal_return
155      BLL    -0.02109921
654      BLL     0.03086030
1274     BLL     0.00914136
1499     BLL    -0.02510104
1764     BLL    -0.08288766
1992     BLL     0.03863779
2225     BLL    -0.02792407
2873     BLL     0.04313754
3049     BLL     0.01269630
3501     BLL     0.02084077
3680     BLL    -0.00759497
4286     BLL     0.00595922
4968     BLL    -0.06010001
5610     BLL    -0.05898005
6385     BLL     0.01597610
8053     BLL     0.01709196
8284     BLL    -0.02705041
8861     BLL    -0.03354676
9543     BLL    -0.05802976
9956     BLL     0.00900096
10119    BLL    -0.07275424
11628    BLL    -0.01252975
12473    BLL    -0.03245980
13097    BLL     0.02216995
13726    BLL    -0.03337572
14412    BLL    -0.01516964
14700    BLL    -0.04270778
16370    BLL     0.03368606
16764    BLL    -0.00841812

BMY
      ticker  signal_return
156      BMY     0.01620505
330      BMY     0.04525659
694      BMY     0.01070756
1325     BMY    -0.01578995
1552     BMY    -0.07723002
1804     BMY    -0.04714149
3913     BMY    -0.04060964
4508     BMY    -0.00579662
4969     BMY     0.10739886
5654     BMY     0.01066021
6070     BMY    -0.00306032
6692     BMY     0.04175349
7470     BMY    -0.04910145
8096     BMY    -0.08006663
8764     BMY     0.06372012
9341     BMY     0.01024239
9995     BMY    -0.00456752
10406    BMY     0.00461527
10657    BMY    -0.08230068
11558    BMY     0.03861147
11840    BMY    -0.01365494
12236    BMY    -0.04586002
12730    BMY     0.00529943
13116    BMY     0.06512867
13361    BMY     0.03574667
13709    BMY     0.06285058
14909    BMY     0.00681434
15029    BMY    -0.20000569
15138    BMY    -0.03099938
16938    BMY    -0.05318227

BSX
      ticker  signal_return
416      BSX    -0.05297582
1525     BSX     0.06507591
3696     BSX    -0.01363657
4071     BSX    -0.03210549
4337     BSX    -0.03276296
4580     BSX     0.00251362
4906     BSX    -0.13342326
5024     BSX     0.01906272
5365     BSX    -0.04791336
5978     BSX     0.03696227
6214     BSX     0.01330692
6539     BSX     0.00657307
7080     BSX    -0.03652869
8338     BSX    -0.01277602
8765     BSX     0.00675056
9480     BSX    -0.02142351
10407    BSX    -0.01448881
10714    BSX    -0.03778490
11349    BSX     0.04015331
11806    BSX     0.00773610
12024    BSX     0.00176289
12295    BSX    -0.01512234
12662    BSX     0.00894575
12890    BSX    -0.01746406
13955    BSX     0.03659489
14487    BSX     0.00096246
14701    BSX    -0.05660519
15070    BSX    -0.00127146
15300    BSX     0.04549932
16309    BSX     0.02455995
16706    BSX     0.02578412
16961    BSX     0.00251121

BWA
      ticker  signal_return
157      BWA     0.01120515
331      BWA     0.02075140
612      BWA    -0.03208788
1211     BWA     0.02483586
2097     BWA     0.04783667
2259     BWA     0.00241565
2421     BWA     0.01241856
3206     BWA     0.00865940
3607     BWA    -0.02185216
4041     BWA    -0.04723770
4424     BWA     0.06662264
4605     BWA     0.07789685
6460     BWA     0.00341238
6657     BWA    -0.04595337
7978     BWA     0.05440937
8161     BWA     0.03837165
8766     BWA     0.03533275
9085     BWA    -0.09975683
10262    BWA     0.25987466
10553    BWA    -0.02794454
11787    BWA    -0.15373337
12012    BWA    -0.02278959
12474    BWA    -0.01658305
13427    BWA    -0.03696166
14702    BWA     0.06897477
15560    BWA    -0.00809815
15892    BWA    -0.04705106
16081    BWA    -0.02450978
16863    BWA    -0.02372374

BXP
      ticker  signal_return
1640     BXP     0.02636299
1993     BXP     0.01319340
2187     BXP     0.00719971
2512     BXP     0.00791412
2746     BXP     0.00178427
2954     BXP    -0.00674198
3236     BXP    -0.03267230
4153     BXP    -0.00976819
4425     BXP    -0.00519032
5101     BXP     0.01637947
5599     BXP    -0.02051472
5777     BXP     0.02625164
5985     BXP     0.03992691
6215     BXP     0.00439102
7239     BXP    -0.00790458
7568     BXP     0.00777053
7878     BXP    -0.01252744
8862     BXP     0.00553474
9342     BXP     0.04467596
10002    BXP    -0.00572801
10451    BXP     0.02810109
10755    BXP    -0.02847325
11525    BXP     0.01039470
11932    BXP    -0.06102162
12699    BXP     0.02938348
12925    BXP     0.02270318
13143    BXP    -0.01439884
13765    BXP     0.03287098
14092    BXP     0.04230138
15008    BXP    -0.02133558
15460    BXP     0.03119432
16340    BXP     0.03459226
16562    BXP    -0.00624899

C
      ticker  signal_return
1065       C    -0.02951752
1481       C    -0.03710439
1805       C    -0.01060149
2649       C    -0.03484973
3316       C    -0.03113730
3733       C     0.00360650
4206       C     0.02379913
4487       C    -0.04595223
5454       C     0.02630537
5986       C     0.06015629
7445       C     0.00540737
7613       C    -0.00017783
8162       C     0.00578627
8863       C    -0.02569021
9626       C    -0.02025019
10190      C     0.22179769
10756      C    -0.01078532
11605      C     0.03923781
12475      C    -0.04819918
13205      C     0.01858035
13362      C    -0.02430125
13809      C     0.01691674
14093      C     0.03441956
14413      C     0.05744853
14703      C     0.05039364
14971      C    -0.01253935
15718      C    -0.01143990
16608      C    -0.03170224
16979      C     0.00646537

CA
      ticker  signal_return
351       CA    -0.05205636
676       CA     0.01673811
1044      CA    -0.00909648
1400      CA     0.01308374
1580      CA    -0.05374067
1890      CA    -0.06094519
2650      CA    -0.01183046
3189      CA    -0.03166032
4606      CA     0.07980154
5226      CA     0.02234780
5425      CA    -0.00032653
6402      CA     0.02497666
6622      CA    -0.05877644
7548      CA     0.01018118
7927      CA    -0.04801997
8339      CA    -0.02473503
8706      CA     0.02040181
9915      CA    -0.02726488
10095     CA    -0.10201527
10898     CA    -0.01510856
11127     CA     0.00620208
11992     CA     0.02508114
12165     CA     0.00709114
12414     CA     0.00579109
12762     CA     0.01429638
12965     CA    -0.01892066
13591     CA    -0.03475669
14180     CA    -0.04235628
15030     CA    -0.01553725
16633     CA    -0.02898922

CAG
      ticker  signal_return
1891     CAG     0.05043647
2136     CAG    -0.02010466
3012     CAG     0.02199963
3207     CAG    -0.06048947
3431     CAG    -0.05592855
4306     CAG    -0.01272716
4488     CAG    -0.02143478
5176     CAG     0.01440947
5366     CAG     0.02766428
5655     CAG    -0.00352065
6525     CAG    -0.03492788
6972     CAG    -0.01384474
7425     CAG     0.00982428
7775     CAG     0.13020275
8030     CAG    -0.03284845
9086     CAG    -0.06175865
10096    CAG    -0.04483759
11028    CAG     0.01337042
11350    CAG     0.04121796
12296    CAG     0.01599024
12688    CAG    -0.00684295
13460    CAG     0.02916449
13742    CAG    -0.00063138
13966    CAG    -0.01121008
14338    CAG    -0.00557630
14864    CAG     0.03401428
15650    CAG    -0.00609238
16341    CAG     0.03681397

CAH
      ticker  signal_return
79       CAH    -0.01007901
332      CAH     0.03771969
760      CAH     0.09506219
975      CAH    -0.00339874
1212     CAH     0.01349953
1500     CAH     0.00590408
2030     CAH     0.02904504
2260     CAH    -0.00122457
2874     CAH     0.00292196
3863     CAH    -0.03412534
4287     CAH     0.02302954
4509     CAH     0.00543794
5049     CAH     0.00863497
5305     CAH     0.01558088
5527     CAH    -0.03579551
6033     CAH    -0.01297406
6262     CAH    -0.00627332
6598     CAH    -0.00136302
6883     CAH    -0.01080647
7126     CAH    -0.07651524
7240     CAH    -0.04248057
8054     CAH    -0.04018870
8340     CAH    -0.04095323
8864     CAH    -0.04056873
9544     CAH     0.00046420
9737     CAH    -0.02630226
10097    CAH    -0.06249921
10408    CAH    -0.04248077
11684    CAH    -0.07708723
11841    CAH     0.01942058
12476    CAH    -0.08043073
12792    CAH     0.02261145
13075    CAH    -0.02673190
13571    CAH    -0.03908783
14181    CAH    -0.05575002
15372    CAH     0.04180916
15632    CAH     0.00256614
16188    CAH    -0.00825428

CAT
      ticker  signal_return
613      CAT    -0.05913280
1374     CAT    -0.00915696
1641     CAT     0.01501238
1861     CAT     0.02772413
2462     CAT     0.03781921
2759     CAT     0.00173444
3317     CAT     0.00027582
3623     CAT    -0.00189232
4004     CAT    -0.05062654
4638     CAT     0.05279880
5426     CAT    -0.11117038
5755     CAT    -0.02421747
5979     CAT     0.02752586
6280     CAT    -0.04947574
7348     CAT    -0.01053178
8010     CAT     0.00173188
8257     CAT     0.03677636
8865     CAT    -0.02012031
9097     CAT    -0.00256082
10263    CAT     0.03462001
11029    CAT     0.05622883
11559    CAT     0.00403829
12059    CAT    -0.07770225
12793    CAT     0.04590098
13000    CAT    -0.01739174
13242    CAT    -0.02957657
13690    CAT     0.01136833
14356    CAT     0.05316654
15207    CAT    -0.05486564
15828    CAT    -0.00914939
16310    CAT    -0.05037637
17090    CAT    -0.00130196

CB
      ticker  signal_return
205       CB    -0.02724583
463       CB     0.00510442
856       CB     0.03921293
1738      CB     0.00735339
2705      CB     0.00629365
2930      CB    -0.00077574
3208      CB     0.00622095
3432      CB    -0.00161541
3960      CB    -0.03127407
4489      CB    -0.01991305
5050      CB     0.03041025
5393      CB     0.03335829
5677      CB    -0.01342724
7104      CB     0.01786340
7591      CB    -0.01733314
9359      CB     0.02305497
9785      CB     0.00556479
10107     CB    -0.06358781
10356     CB     0.01798543
11128     CB    -0.00610443
11952     CB     0.01458720
12415     CB     0.01785632
13853     CB    -0.00939129
14773     CB     0.02204749
15461     CB     0.03206393
15719     CB    -0.01521713
16731     CB     0.02583501
17001     CB    -0.01173612

CBG
      ticker  signal_return
1154     CBG     0.04325213
1343     CBG     0.01500317
1823     CBG    -0.00821207
2149     CBG     0.02341184
2791     CBG    -0.08169307
2875     CBG    -0.00449439
3050     CBG     0.02656065
3209     CBG    -0.00327547
3458     CBG     0.02826931
3681     CBG     0.02730752
3864     CBG    -0.09805040
4426     CBG     0.00199933
4639     CBG     0.02779887
5177     CBG     0.00647850
5367     CBG    -0.00544631
5778     CBG    -0.01259721
6841     CBG     0.08096596
8767     CBG     0.09390796
9508     CBG    -0.08881412
10191    CBG     0.14914953
10658    CBG     0.01726496
11560    CBG     0.01481509
12477    CBG     0.02371360
13869    CBG    -0.02032738
14182    CBG    -0.06270711
14586    CBG     0.08978530
14834    CBG    -0.03711001
15441    CBG     0.04935023
15720    CBG    -0.00554633
16500    CBG    -0.08777811

CBOE
      ticker  signal_return
614     CBOE    -0.00338747
1015    CBOE    -0.04165030
2011    CBOE    -0.00942444
2297    CBOE    -0.01851089
3022    CBOE    -0.03603342
3210    CBOE    -0.05035202
4154    CBOE     0.03534896
4397    CBOE    -0.00701628
5025    CBOE     0.07287826
5705    CBOE     0.02130073
5987    CBOE    -0.03308758
6644    CBOE     0.01038187
6925    CBOE    -0.00070016
7736    CBOE    -0.04136864
8011    CBOE     0.01967599
8499    CBOE     0.01167390
9022    CBOE     0.01064907
9187    CBOE    -0.01972213
9481    CBOE     0.02625124
9738    CBOE    -0.04373965
10171   CBOE    -0.00600413
10715   CBOE    -0.02652071
12663   CBOE     0.02870444
13001   CBOE    -0.00802163
13547   CBOE    -0.04162059
13710   CBOE    -0.00945417
13956   CBOE     0.02144225
14750   CBOE     0.04954322
15208   CBOE    -0.01265186
15523   CBOE    -0.02096818
16227   CBOE    -0.00024099
16529   CBOE     0.00866922
16962   CBOE    -0.00067530

CBS
      ticker  signal_return
110      CBS    -0.01404163
464      CBS     0.01772699
1375     CBS     0.01493404
1892     CBS    -0.16316692
2073     CBS     0.03751674
2820     CBS    -0.00664222
3608     CBS    -0.04241087
4510     CBS     0.05194305
4789     CBS    -0.06983403
5954     CBS    -0.01517209
6216     CBS    -0.01295148
6461     CBS     0.02276131
6658     CBS     0.00780576
7737     CBS     0.04953864
8012     CBS     0.01468186
8309     CBS     0.05224636
8707     CBS     0.04943126
9140     CBS    -0.09725952
9545     CBS     0.06215947
9770     CBS    -0.03420145
10521    CBS    -0.09195898
11030    CBS     0.05528455
11744    CBS     0.02913084
12554    CBS    -0.12974155
12794    CBS    -0.06230881
13617    CBS    -0.10586069
13810    CBS    -0.01572303
14023    CBS    -0.01133700
14537    CBS     0.00182952
14791    CBS     0.01858412
15009    CBS    -0.04846317
15593    CBS     0.00709013
16052    CBS    -0.04242168
16457    CBS     0.04975186

CCI
      ticker  signal_return
465      CCI     0.02919141
1893     CCI    -0.07592932
2137     CCI    -0.01838798
2821     CCI    -0.07530222
2917     CCI    -0.00995815
4093     CCI     0.02613112
4678     CCI    -0.00456650
4959     CCI    -0.04299207
5725     CCI    -0.05230751
6217     CCI     0.01721173
7293     CCI    -0.02850435
7928     CCI    -0.01321088
8582     CCI    -0.03974351
8866     CCI    -0.03007004
9087     CCI    -0.05302202
9385     CCI    -0.00288467
10098    CCI    -0.04954646
10491    CCI    -0.09287132
11005    CCI    -0.02885947
11507    CCI    -0.00341297
11933    CCI     0.00989832
12096    CCI     0.02914714
12359    CCI     0.06559559
12664    CCI    -0.01309932
13552    CCI    -0.04292899
13811    CCI    -0.02932112
14242    CCI     0.03249028
15462    CCI     0.03603111
15997    CCI     0.01472969
16123    CCI    -0.01387160
16634    CCI     0.05289718
16909    CCI    -0.02386807

CCL
      ticker  signal_return
225      CCL     0.08517068
371      CCL    -0.06878188
1242     CCL     0.09663044
1581     CCL    -0.04664701
2490     CCL    -0.00267594
2651     CCL    -0.04204188
3665     CCL     0.02041721
4319     CCL     0.02575900
4511     CCL    -0.02839543
4865     CCL    -0.12340801
5474     CCL     0.02431162
5903     CCL     0.03000877
6950     CCL    -0.00483143
7799     CCL     0.00895407
8097     CCL    -0.01908901
8430     CCL    -0.01607904
9425     CCL    -0.00411446
10079    CCL    -0.03525585
10504    CCL     0.08480916
10716    CCL    -0.10994207
11394    CCL    -0.01326305
12237    CCL    -0.02992794
12478    CCL     0.00043821
13691    CCL    -0.04357623
14339    CCL     0.04513224
14604    CCL     0.01178497
15031    CCL    -0.00766287
15209    CCL    -0.00430803
15947    CCL     0.02179408
16342    CCL     0.02592043
16802    CCL     0.00362348

CELG
      ticker  signal_return
253     CELG    -0.00935740
466     CELG    -0.04528466
1045    CELG     0.04008456
2440    CELG     0.04983642
3211    CELG     0.01406757
3433    CELG     0.06927010
4155    CELG     0.04056350
5005    CELG     0.06497418
5455    CELG     0.06708079
6089    CELG    -0.00845370
6884    CELG    -0.12880661
7241    CELG    -0.06294091
8126    CELG     0.09741696
10409   CELG    -0.02832454
10592   CELG    -0.02418817
11745   CELG    -0.07762720
12389   CELG    -0.07687691
13023   CELG     0.02266059
13898   CELG     0.04025234
14357   CELG     0.00647520
15697   CELG     0.00942833
15893   CELG    -0.02223465
16635   CELG     0.00590983

CERN
      ticker  signal_return
254     CERN     0.03859180
417     CERN     0.01048992
1960    CERN    -0.13136781
2074    CERN     0.03464914
2792    CERN    -0.01364113
3841    CERN    -0.00107258
4274    CERN     0.01258095
5026    CERN     0.03037494
5321    CERN    -0.00201660
6218    CERN    -0.00238486
6462    CERN     0.03143539
6866    CERN    -0.01432592
7030    CERN    -0.02265469
7332    CERN    -0.00454713
7614    CERN    -0.04703454
8556    CERN     0.04167270
9482    CERN    -0.14231448
9689    CERN    -0.03256617
10881   CERN     0.02900981
12689   CERN     0.03305810
12891   CERN     0.06641056
14024   CERN     0.11096405
14414   CERN    -0.02061103
14704   CERN    -0.02409259
15273   CERN    -0.02908739
15497   CERN     0.01636400
15948   CERN     0.03880619
16389   CERN    -0.00604138
16864   CERN    -0.01161138

CF
      ticker  signal_return
158       CF     0.03278982
695       CF     0.00975262
1155      CF    -0.03795775
1553      CF    -0.03093314
2226      CF     0.00564367
3764      CF    -0.00874966
4156      CF    -0.00163596
4539      CF     0.04851258
5988      CF     0.06697206
6219      CF    -0.02521350
6599      CF    -0.02726484
6961      CF    -0.01051977
7481      CF     0.00245685
8196      CF    -0.15202487
8341      CF    -0.03099215
8571      CF     0.02132712
9064      CF     0.09933518
9928      CF     0.04565059
10172     CF     0.29458835
11993     CF    -0.03908260
12479     CF     0.03034165
13098     CF    -0.07272076
14415     CF     0.05101681
14835     CF    -0.00859794
14977     CF     0.06776102
15093     CF     0.05633706
15829     CF    -0.00170271
16169     CF     0.02876304
16458     CF    -0.08462890

CFG
      ticker  signal_return
5656     CFG    -0.00598207
6142     CFG    -0.04012489
7205     CFG     0.00919342
7392     CFG     0.01350358
7552     CFG     0.03824420
8708     CFG     0.03331635
9627     CFG     0.01120785
9834     CFG    -0.03000225
10452    CFG     0.06586009
10757    CFG    -0.00881520
11561    CFG     0.04414390
12480    CFG    -0.00848520
13325    CFG     0.03863054
13812    CFG    -0.01061539
14025    CFG     0.02134616
14315    CFG     0.15482948
14605    CFG     0.09250040
14940    CFG    -0.01002794
15210    CFG    -0.05571259
15498    CFG     0.04151686

CHD
      ticker  signal_return
551      CHD     0.03457521
880      CHD    -0.00060855
1176     CHD    -0.00644728
1824     CHD    -0.01249235
2166     CHD     0.01544944
3318     CHD    -0.00731343
3808     CHD     0.01145799
4453     CHD     0.00171184
5051     CHD     0.02569414
5291     CHD     0.00752995
5528     CHD    -0.00929874
5779     CHD    -0.00217128
6164     CHD    -0.00316263
6368     CHD     0.01146793
6571     CHD    -0.01891980
7206     CHD    -0.00229732
8163     CHD     0.01124063
8458     CHD     0.03673335
8670     CHD    -0.07625907
9628     CHD    -0.04582594
10453    CHD    -0.03669908
10815    CHD     0.03680712
10950    CHD    -0.02093112
11436    CHD     0.00223869
11901    CHD     0.04271056
13476    CHD    -0.01570220
13766    CHD    -0.04151380
14262    CHD    -0.01103502
15162    CHD     0.02527984
15387    CHD     0.04061650
15721    CHD    -0.00099592
16432    CHD    -0.01700139
16765    CHD     0.03455238
17069    CHD    -0.03303262

CHK
      ticker  signal_return
12       CHK    -0.01460974
467      CHK     0.02227104
787      CHK    -0.12622705
833      CHK    -0.03595980
1975     CHK    -0.08478988
2706     CHK     0.03327082
2931     CHK    -0.04985456
3357     CHK     0.00098345
4521     CHK     0.13077326
4698     CHK    -0.03888565
6645     CHK     0.18954180
7592     CHK     0.09316524
7800     CHK     0.12352468
8238     CHK     0.14949701
8500     CHK    -0.04315214
8867     CHK    -0.14873296
9690     CHK     0.18358818
9894     CHK     0.26937027
10505    CHK     0.02965621
10758    CHK    -0.07095174
11526    CHK     0.08701138
11807    CHK    -0.49324072
12926    CHK    -0.09735308
13226    CHK     0.09669362
13428    CHK    -0.03593201
14202    CHK     0.00728601
14755    CHK    -0.02298952
15633    CHK     0.11409420
16939    CHK    -0.02024361

CHRW
      ticker  signal_return
159     CHRW    -0.04433409
1236    CHRW    -0.03175978
1961    CHRW    -0.01863639
2227    CHRW     0.00724159
2394    CHRW    -0.02327491
2733    CHRW     0.02969226
3237    CHRW     0.05237643
3459    CHRW     0.00296806
3734    CHRW     0.04981214
4866    CHRW    -0.12231736
4960    CHRW    -0.00435794
5839    CHRW    -0.09089066
7189    CHRW     0.01132203
7504    CHRW    -0.01912317
8365    CHRW     0.04555228
9271    CHRW     0.01494838
9883    CHRW    -0.01776042
10759   CHRW     0.00014383
11054   CHRW     0.02258292
11685   CHRW    -0.06012627
13002   CHRW    -0.00975475
14416   CHRW     0.02039500
14648   CHRW     0.02736293
15274   CHRW    -0.01323491
15524   CHRW     0.03901035
16343   CHRW     0.03693244
16563   CHRW     0.02716414
16803   CHRW    -0.03289791

CHTR
      ticker  signal_return
468     CHTR    -0.02912296
2167    CHTR    -0.03935142
2591    CHTR    -0.06525291
2822    CHTR    -0.02150776
3089    CHTR     0.04099272
3460    CHTR     0.06535416
3710    CHTR    -0.01365419
4640    CHTR     0.04038104
5456    CHTR     0.00987318
6386    CHTR     0.00910953
6623    CHTR     0.00219286
6781    CHTR    -0.06243866
7362    CHTR    -0.00511827
7569    CHTR     0.00720882
7853    CHTR    -0.02444938
8218    CHTR    -0.00106718
8479    CHTR    -0.01414659
9983    CHTR    -0.05757465
10454   CHTR     0.00411585
11102   CHTR     0.08115130
11788   CHTR     0.03010355
12042   CHTR     0.00180129
12718   CHTR     0.02360476
12927   CHTR    -0.03630223
13144   CHTR    -0.01385849
13399   CHTR    -0.01077129
14094   CHTR    -0.08178606
14792   CHTR     0.02429354
15032   CHTR     0.04059372
15211   CHTR     0.04849702
16266   CHTR    -0.04984696
16636   CHTR    -0.10101074

CI
      ticker  signal_return
13        CI    -0.04956811
552       CI    -0.04474757
1016      CI    -0.01763299
1554      CI    -0.03791119
1994      CI    -0.02195926
2932      CI     0.04366205
3118      CI     0.00707811
3461      CI     0.00618592
3779      CI    -0.01643414
4907      CI    -0.05403722
5115      CI     0.05616811
5368      CI     0.00076930
5657      CI    -0.00172051
6034      CI     0.00766777
6426      CI     0.06371364
6659      CI     0.02077979
6842      CI     0.02233863
6985      CI    -0.01175227
7492      CI     0.02119294
7738      CI     0.07069903
10099     CI    -0.05687807
10760     CI    -0.09809991
11994     CI    -0.00630524
12555     CI    -0.05505393
12912     CI    -0.08971015
13920     CI    -0.01497424
14217     CI    -0.17195458
14358     CI     0.02709642
15094     CI     0.01468395
15722     CI     0.01201987
16228     CI     0.00865085
16501     CI    -0.00481657
16963     CI     0.01003965

CINF
      ticker  signal_return
469     CINF     0.02199649
918     CINF     0.02943097
1765    CINF     0.06518067
2707    CINF     0.00368099
3914    CINF     0.00507401
5027    CINF     0.04748012
5263    CINF    -0.00233599
5678    CINF     0.00395918
5904    CINF    -0.00210265
6782    CINF     0.00148050
7207    CINF     0.00787251
7655    CINF    -0.03411624
7994    CINF     0.02518457
8410    CINF     0.01810897
8614    CINF    -0.07039367
9282    CINF     0.04299324
9483    CINF    -0.00214080
9808    CINF     0.00059717
10264   CINF     0.01516275
10816   CINF     0.02706351
10951   CINF     0.00563117
11129   CINF    -0.00288620
11351   CINF    -0.00152184
11562   CINF     0.00332427
11934   CINF     0.00681585
12097   CINF     0.01783450
12297   CINF     0.02201388
12645   CINF     0.05186942
13339   CINF    -0.02195593
14001   CINF     0.05524866
14291   CINF    -0.08707242
14624   CINF     0.01975660
14886   CINF    -0.02295696
16530   CINF    -0.00837187
17070   CINF    -0.01327834

CL
      ticker  signal_return
418       CL     0.05656182
717       CL    -0.01867496
1046      CL    -0.00863969
1766      CL     0.02482886
2677      CL     0.01927863
3143      CL    -0.00792607
3434      CL    -0.00882465
3666      CL    -0.00800980
3961      CL    -0.01269510
5052      CL     0.03624338
5529      CL    -0.01476576
5905      CL    -0.02452361
6263      CL    -0.04108143
6705      CL    -0.04537451
7593      CL    -0.01878483
8383      CL    -0.01358379
8868      CL    -0.02360933
9386      CL    -0.01526747
10265     CL    -0.03102815
11233     CL     0.01899958
11686     CL     0.00817944
11995     CL    -0.03018253
12665     CL     0.02055237
13062     CL    -0.00533975
13477     CL    -0.03317215
14292     CL     0.05480216
14665     CL    -0.01037069
15525     CL     0.07210710
16637     CL     0.01312527
16910     CL    -0.01042898

CLUSIA
       ticker  signal_return
14     CLUSIA     0.04106897
237    CLUSIA     0.05160444
419    CLUSIA     0.04999181
718    CLUSIA     0.05553440
881    CLUSIA     0.04319616
1115   CLUSIA     0.04903065
1243   CLUSIA     0.05305441
1458   CLUSIA     0.06027463
1695   CLUSIA     0.05403746
1962   CLUSIA     0.06033639
2150   CLUSIA     0.05296270
2334   CLUSIA     0.06563042
2463   CLUSIA     0.05455129
2618   CLUSIA     0.05613746
2793   CLUSIA     0.05272723
2976   CLUSIA     0.07396659
3106   CLUSIA     0.05808869
3358   CLUSIA     0.07227521
3561   CLUSIA     0.07474663
3765   CLUSIA     0.06474370
4005   CLUSIA     0.07816850
4193   CLUSIA     0.07452559
4338   CLUSIA     0.07340557
4522   CLUSIA     0.07785745
4718   CLUSIA     0.07489358
5006   CLUSIA     0.07989528
5264   CLUSIA     0.07515870
5475   CLUSIA     0.07749926
5714   CLUSIA     0.07441974
5963   CLUSIA     0.08442375
...       ...            ...
11093  CLUSIA     0.09153766
11327  CLUSIA     0.08071505
11508  CLUSIA     0.09747276
11779  CLUSIA     0.08917219
11953  CLUSIA     0.07660800
12121  CLUSIA     0.08905157
12316  CLUSIA     0.09720018
12556  CLUSIA     0.09237220
12835  CLUSIA     0.09176255
13024  CLUSIA     0.09632870
13191  CLUSIA     0.09212592
13340  CLUSIA     0.09743897
13572  CLUSIA     0.09749621
13711  CLUSIA     0.08311890
13944  CLUSIA     0.09622071
14218  CLUSIA     0.09987531
14532  CLUSIA     0.09165418
14751  CLUSIA     0.09581351
14929  CLUSIA     0.09477874
15033  CLUSIA     0.09828554
15150  CLUSIA     0.09311119
15373  CLUSIA     0.10143429
15634  CLUSIA     0.10449945
15845  CLUSIA     0.09998845
16022  CLUSIA     0.10190846
16124  CLUSIA     0.09518228
16371  CLUSIA     0.10654074
16586  CLUSIA     0.10436652
16865  CLUSIA     0.10222748
17091  CLUSIA     0.10972984

[86 rows x 2 columns]

CLX
      ticker  signal_return
615      CLX     0.03912783
882      CLX     0.00797504
1177     CLX    -0.03040650
1806     CLX     0.01532553
2708     CLX    -0.00448346
3319     CLX    -0.01434807
3962     CLX    -0.01836379
4523     CLX    -0.00878059
4719     CLX     0.00293211
5189     CLX    -0.00158651
5780     CLX     0.00067402
6035     CLX     0.01010625
6369     CLX    -0.00301522
7294     CLX    -0.04313088
7656     CLX    -0.01563562
8164     CLX     0.01554334
8459     CLX     0.02159131
9247     CLX     0.02805993
9546     CLX    -0.03094321
9916     CLX    -0.01352481
10643    CLX    -0.02839417
11746    CLX    -0.06248283
11954    CLX    -0.02107263
12416    CLX     0.03037651
13443    CLX     0.04002110
13813    CLX     0.00618890
14002    CLX     0.03585845
14293    CLX    -0.01350542
15034    CLX    -0.01048674
15351    CLX     0.06624017
15594    CLX     0.01079504
15846    CLX    -0.00188488
17058    CLX    -0.02114059

CMA
      ticker  signal_return
206      CMA     0.01574836
719      CMA     0.02771015
1027     CMA     0.01228894
1275     CMA     0.01541126
1894     CMA    -0.08302708
2406     CMA     0.03043544
3013     CMA    -0.00724950
3462     CMA    -0.00966191
3725     CMA    -0.04495139
4490     CMA    -0.05713588
4745     CMA     0.05520285
5989     CMA     0.05947055
7282     CMA     0.01440058
7446     CMA     0.01262415
7615     CMA     0.00502575
8197     CMA    -0.00316757
8709     CMA     0.04700843
9613     CMA     0.01983284
10041    CMA    -0.01079500
10266    CMA     0.16449203
10554    CMA    -0.00777246
10840    CMA    -0.11957239
11687    CMA     0.04070671
12122    CMA    -0.03279695
12557    CMA    -0.14763600
13326    CMA    -0.01029831
13692    CMA     0.01931725
13967    CMA     0.04014244
14359    CMA     0.12691257
14666    CMA     0.06097742
15499    CMA     0.03478968
17040    CMA    -0.02842232

CMCSA
      ticker  signal_return
420    CMCSA     0.03738951
773    CMCSA    -0.01898890
1047   CMCSA    -0.00770326
1326   CMCSA     0.00846749
1501   CMCSA     0.01707839
2031   CMCSA    -0.08180183
2407   CMCSA    -0.02472913
2652   CMCSA    -0.07509045
2905   CMCSA    -0.03018805
3165   CMCSA    -0.00400344
3541   CMCSA     0.02175139
3711   CMCSA    -0.00582986
4385   CMCSA    -0.02939807
4908   CMCSA    -0.06141289
5906   CMCSA    -0.02259023
6326   CMCSA    -0.11236388
6497   CMCSA     0.00678764
6693   CMCSA    -0.02411773
7813   CMCSA     0.02910400
8099   CMCSA    -0.04182297
8768   CMCSA     0.01776877
9327   CMCSA     0.02097866
10267  CMCSA    -0.01309824
11031  CMCSA     0.01375674
11437  CMCSA     0.00608164
11645  CMCSA    -0.02020924
12166  CMCSA    -0.01048128
12646  CMCSA     0.05124971
14026  CMCSA     0.05453564
14488  CMCSA     0.04192754
14941  CMCSA    -0.00821019
15101  CMCSA     0.03470742
16344  CMCSA     0.00795999
16804  CMCSA     0.00146556

CME
      ticker  signal_return
470      CME    -0.02033879
976      CME     0.02274096
1276     CME    -0.03445942
1807     CME    -0.03542697
2592     CME    -0.05118972
3796     CME     0.01070834
4254     CME     0.00157634
4411     CME     0.02144033
5148     CME     0.01197903
5611     CME     0.04149878
5781     CME    -0.01840451
6403     CME     0.00824529
6611     CME    -0.00386134
6804     CME    -0.04884513
7180     CME    -0.07101648
7674     CME    -0.01580440
8769     CME    -0.00858374
9917     CME    -0.06901676
10268    CME     0.03203989
11055    CME     0.01846878
12098    CME    -0.02021313
12731    CME     0.02880263
13003    CME     0.00988093
13206    CME     0.02299168
13581    CME    -0.04262327
14095    CME    -0.08532449
14360    CME     0.00525403
14756    CME     0.04240699
15250    CME    -0.01805164
15723    CME    -0.01261267
16372    CME    -0.01440239
16980    CME     0.01437005

CMG
      ticker  signal_return
15       CMG    -0.01880709
272      CMG     0.03035519
553      CMG     0.03443763
788      CMG     0.00434423
1739     CMG    -0.07832844
1862     CMG     0.00388764
2261     CMG     0.01309717
2422     CMG    -0.06884923
2734     CMG     0.03493668
3375     CMG    -0.00252840
3581     CMG    -0.02142945
3809     CMG     0.02239168
4867     CMG     0.01483912
5944     CMG     0.04842069
7105     CMG    -0.10151404
7127     CMG     0.02207491
7516     CMG     0.00627269
7754     CMG    -0.00724947
8100     CMG     0.10581026
8384     CMG     0.01018602
9367     CMG     0.07920431
9705     CMG     0.02275694
10080    CMG     0.17308431
10410    CMG    -0.08629150
11808    CMG    -0.08448354
12317    CMG     0.01124095
14096    CMG    -0.00406758
16053    CMG     0.04342089
16170    CMG     0.01623306

CMI
      ticker  signal_return
80       CMI     0.00853171
589      CMI    -0.05248187
1376     CMI     0.00496386
1767     CMI    -0.06156026
2098     CMI     0.01062784
2513     CMI    -0.03921803
2977     CMI    -0.00393440
3238     CMI     0.00478852
3896     CMI     0.02472701
4540     CMI     0.03801184
4790     CMI    -0.07470784
5427     CMI    -0.00560680
6414     CMI    -0.05912088
7929     CMI     0.00973150
8310     CMI    -0.01998076
8770     CMI     0.01472161
9141     CMI    -0.04698790
9459     CMI    -0.01339306
9691     CMI    -0.02920028
9857     CMI     0.05917831
10024    CMI    -0.04559421
11032    CMI     0.07906217
11563    CMI     0.02621450
12558    CMI    -0.11787759
12966    CMI     0.03089828
13170    CMI    -0.00601465
13727    CMI    -0.01882612
14361    CMI     0.03599500
14667    CMI    -0.02081033
15212    CMI    -0.01485344
15595    CMI    -0.00901083
15894    CMI    -0.01725195
16433    CMI    -0.01975031

CMS
      ticker  signal_return
1863     CMS     0.03628186
2385     CMS     0.01064388
2678     CMS     0.01981571
3406     CMS    -0.01222146
4042     CMS    -0.06058287
4909     CMS     0.03975287
5116     CMS    -0.00603947
5600     CMS    -0.00718997
5782     CMS     0.00864559
6195     CMS     0.00026864
6711     CMS    -0.07354759
7616     CMS    -0.02240293
7880     CMS    -0.07160176
8572     CMS    -0.05873574
9305     CMS    -0.01361321
10575    CMS     0.06275528
10952    CMS     0.01029421
11189    CMS     0.02505201
11438    CMS    -0.02753556
12219    CMS     0.02308505
12559    CMS    -0.00804294
13363    CMS     0.00263568
13767    CMS    -0.02345002
14417    CMS    -0.02772059
15301    CMS     0.01207957
15617    CMS    -0.00205879
15895    CMS    -0.00400802
16587    CMS     0.03799148
16911    CMS     0.00957942

CNC
      ticker  signal_return
98       CNC     0.06108891
333      CNC     0.00805292
774      CNC    -0.01717312
1228     CNC    -0.05625700
2168     CNC     0.01223161
2423     CNC    -0.06314889
2735     CNC    -0.17522975
2933     CNC     0.03567458
3090     CNC    -0.00040538
3386     CNC     0.02535402
3609     CNC    -0.02093852
4563     CNC    -0.01135552
5070     CNC     0.07086365
5306     CNC     0.01182722
5612     CNC     0.02227177
5783     CNC    -0.02830154
6196     CNC     0.05106469
6427     CNC     0.05338709
6694     CNC     0.10939859
6867     CNC    -0.00326357
7142     CNC    -0.12650583
7535     CNC     0.00066344
7739     CNC     0.03450579
8710     CNC     0.10642946
9142     CNC    -0.08409537
10042    CNC     0.03371106
10761    CNC    -0.06171903
11789    CNC    -0.12010923
12276    CNC     0.01397403
12647    CNC     0.01948068
12913    CNC    -0.02398396
13743    CNC     0.05820889
14362    CNC    -0.04273690
15213    CNC     0.06295732
15420    CNC     0.01814984
15724    CNC    -0.05477323
16311    CNC     0.03056948
16964    CNC     0.03170038

CNP
      ticker  signal_return
505      CNP    -0.00324676
815      CNP    -0.01842828
1237     CNP    -0.01878195
2099     CNP    -0.02398600
2794     CNP    -0.03729176
3547     CNP    -0.02556050
4043     CNP    -0.05822089
4868     CNP    -0.03604376
5200     CNP    -0.02067939
6638     CNP     0.01341016
7363     CNP    -0.02232820
7570     CNP     0.01179198
8219     CNP    -0.02475765
8598     CNP    -0.04637455
8970     CNP     0.00953189
9629     CNP     0.00707410
9884     CNP    -0.05849621
10644    CNP    -0.01384050
10953    CNP     0.05340705
11190    CNP     0.01395931
11809    CNP     0.02670509
11996    CNP     0.01079633
12152    CNP     0.02022936
12390    CNP     0.02313458
12914    CNP    -0.02675745
13870    CNP    -0.03675896
14636    CNP     0.01396900
15044    CNP     0.00314961
15214    CNP     0.01794969
15421    CNP     0.03078167
15698    CNP     0.00656697
15896    CNP    -0.00858067
16171    CNP     0.00247569
16836    CNP    -0.00842406

COF
      ticker  signal_return
334      COF     0.01803882
1277     COF     0.05160638
2514     COF    -0.04100561
2978     COF     0.00025727
3107     COF     0.02861282
3463     COF     0.00167665
4951     COF    -0.07969039
6114     COF     0.02359875
6327     COF    -0.07854670
7054     COF    -0.03015304
7334     COF     0.02212006
7696     COF     0.02454390
8165     COF    -0.10981683
8311     COF    -0.02946797
8771     COF     0.02363927
9630     COF    -0.02436719
10150    COF     0.12881697
10523    COF    -0.03858117
11606    COF     0.02623735
12343    COF     0.07691758
13364    COF     0.00369004
13814    COF    -0.00108607
14003    COF    -0.02983263
14363    COF     0.10349771
14705    COF     0.04238641
15561    COF     0.01287827
15965    COF    -0.01906398
16153    COF     0.00793065
16570    COF    -0.00489982
16837    COF    -0.04038508

COG
      ticker  signal_return
352      COG    -0.02198510
816      COG    -0.00559072
1327     COG    -0.00287544
1714     COG     0.01319162
2228     COG     0.03016470
2386     COG    -0.01456842
3766     COG     0.01356464
4541     COG     0.01466863
4746     COG    -0.05223119
5405     COG    -0.11918852
5980     COG    -0.01292143
6290     COG    -0.03698754
6967     COG     0.09555241
7190     COG     0.04571357
7393     COG    -0.03926601
7930     COG     0.05117623
8198     COG     0.10340907
8501     COG    -0.01955479
8772     COG     0.06829025
9786     COG     0.16833531
9964     COG    -0.06841299
10676    COG    -0.07960980
11191    COG    -0.01007676
11509    COG    -0.00941385
11810    COG     0.01729862
12258    COG     0.00157171
13929    COG     0.04955969
15321    COG    -0.13995032
16082    COG    -0.02429603
16912    COG    -0.06846780

COL
      ticker  signal_return
273      COL    -0.01549965
1178     COL    -0.00860837
1415     COL     0.02586466
1663     COL    -0.01952752
2138     COL     0.01677625
3884     COL     0.02578085
5071     COL     0.03756872
6220     COL     0.00447377
6428     COL     0.01896034
6744     COL     0.03043346
7031     COL    -0.00499823
7191     COL    -0.02599144
7435     COL    -0.04805729
7979     COL    -0.00690625
8239     COL     0.04697537
8869     COL    -0.03447987
9484     COL    -0.01371049
9739     COL     0.00133245
10555    COL    -0.00853701
11306    COL    -0.01401816
11629    COL    -0.06454561
12344    COL     0.05059260
13592    COL    -0.03991339
14046    COL    -0.04372146
14470    COL     0.04505067
14706    COL    -0.02861410
15681    COL     0.03171621
16098    COL     0.04722978
16267    COL    -0.01317693
16805    COL    -0.02672870

COO
      ticker  signal_return
1213     COO    -0.02332374
1895     COO    -0.08251849
2262     COO     0.03115609
3464     COO     0.05309223
3682     COO     0.04255022
3865     COO    -0.01743428
4699     COO    -0.02195761
5369     COO    -0.00365050
6712     COO     0.03905854
7617     COO    -0.02605882
8711     COO     0.03148713
9248     COO    -0.01036932
9918     COO    -0.04022645
10904    COO     0.06545470
11439    COO    -0.00873090
12099    COO     0.01164896
12690    COO     0.00135242
13287    COO     0.02206860
14219    COO     0.01052885
14668    COO    -0.06302132
15322    COO     0.02970883
15562    COO    -0.00706898
16476    COO     0.02648970
16693    COO     0.12483386

COP
      ticker  signal_return
16       COP     0.01663359
380      COP     0.03198168
677      COP    -0.00500847
1606     COP     0.02284534
1864     COP    -0.01949682
2475     COP     0.04196420
2679     COP     0.01860835
2891     COP     0.01992562
3065     COP     0.01917072
3290     COP     0.05440571
3502     COP    -0.00069711
3735     COP    -0.01546598
4581     COP     0.07215631
4791     COP     0.00413018
5726     COP    -0.11569920
7801     COP     0.05420980
8166     COP     0.09339095
8431     COP     0.01138760
8684     COP    -0.01063951
9224     COP    -0.01613682
9584     COP    -0.05117269
10043    COP    -0.03150373
10269    COP     0.15668832
11646    COP     0.04028852
12560    COP    -0.07144205
12944    COP    -0.03227664
13854    COP    -0.06457241
14183    COP    -0.02317053
14567    COP     0.07358398
14865    COP     0.01174872
15809    COP     0.02782865
16007    COP    -0.11632064
16981    COP    -0.03960463

COST
      ticker  signal_return
775     COST     0.04082790
1048    COST    -0.02876206
1526    COST     0.01102061
1768    COST    -0.01689035
3239    COST    -0.01273467
3915    COST     0.00092472
4175    COST     0.00611673
4320    COST     0.01057118
4564    COST     0.00866009
5102    COST     0.03956903
5322    COST     0.02428635
6352    COST    -0.00794068
6885    COST    -0.00058999
7081    COST    -0.00842107
7553    COST     0.02448401
7931    COST    -0.05895420
8258    COST     0.00347803
8870    COST    -0.06168136
9208    COST     0.03418966
9360    COST     0.02706318
9740    COST     0.01489625
9919    COST    -0.05610100
10357   COST     0.00878212
10697   COST    -0.03982824
11352   COST    -0.03100517
12013   COST    -0.03120357
12719   COST     0.02025768
13478   COST    -0.01207019
13693   COST    -0.00700306
14220   COST    -0.03322752
14836   COST     0.02803162
15332   COST     0.04687442
15563   COST    -0.05331249
16459   COST    -0.01851035
16806   COST     0.00995812

COTY
      ticker  signal_return
1696    COTY     0.07117628
2335    COTY    -0.04913723
2892    COTY    -0.01726307
3091    COTY     0.05056927
4228    COTY    -0.06123789
4641    COTY    -0.00000000
5247    COTY     0.08004271
5476    COTY    -0.01098364
5930    COTY    -0.03997572
6387    COTY     0.04555653
6660    COTY    -0.02861741
6843    COTY     0.04089084
7045    COTY    -0.01136376
7697    COTY     0.19879452
7881    COTY    -0.11324154
9143    COTY    -0.11214152
9674    COTY    -0.04859256
10111   COTY     0.11494725
10492   COTY    -0.10943664
10882   COTY    -0.00172741
11564   COTY     0.00568658
11867   COTY    -0.19763460
11997   COTY    -0.00885132
13132   COTY     0.04152258
13461   COTY     0.04329681
13659   COTY    -0.00936177
13884   COTY     0.00656889
14221   COTY     0.20568647
15388   COTY    -0.06281014
16071   COTY    -0.03707202
16546   COTY    -0.05406722

CPB
      ticker  signal_return
255      CPB    -0.00571537
1008     CPB    -0.02120221
2151     CPB    -0.00159290
2424     CPB     0.00513910
2593     CPB    -0.00178691
2823     CPB    -0.00416804
3240     CPB     0.00516241
3963     CPB    -0.04994591
5201     CPB    -0.00089186
6036     CPB     0.02537272
6388     CPB    -0.02707441
7493     CPB    -0.03461435
8367     CPB     0.02658231
8615     CPB    -0.05890027
9048     CPB    -0.01721482
9826     CPB     0.02110101
10565    CPB     0.03667196
10828    CPB     0.07854006
11130    CPB    -0.00957847
11440    CPB    -0.04451508
11955    CPB    -0.07158350
12700    CPB    -0.00371180
13227    CPB    -0.00992892
13400    CPB     0.02725255
13768    CPB    -0.02054260
14263    CPB    -0.02786529
14587    CPB     0.02852644
14866    CPB     0.01960026
14986    CPB     0.01839482
15139    CPB     0.00697751
15966    CPB     0.00544482
16694    CPB    -0.03002168

CRM
      ticker  signal_return
160      CRM     0.01249543
590      CRM     0.00867371
1642     CRM     0.02071497
1963     CRM     0.02214468
2215     CRM    -0.11442866
2476     CRM    -0.03102959
2653     CRM     0.07336622
3387     CRM     0.02358681
4229     CRM     0.00932097
4412     CRM    -0.09038848
5072     CRM     0.04029528
6463     CRM     0.12447154
7208     CRM    -0.03906533
8712     CRM    -0.00632030
9209     CRM     0.03472934
9771     CRM     0.01843030
10358    CRM     0.04625344
10593    CRM     0.10334972
11395    CRM     0.02196428
11647    CRM    -0.00025887
12043    CRM     0.06668723
13553    CRM     0.04207175
13815    CRM    -0.06232546
14557    CRM    -0.09389675
15422    CRM     0.00921326
15725    CRM    -0.00394525
16091    CRM    -0.01523142
16409    CRM     0.03559256
16766    CRM    -0.04481539

CSCO
      ticker  signal_return
372     CSCO     0.01094861
919     CSCO     0.00539717
1229    CSCO    -0.07103856
2378    CSCO    -0.04488401
2543    CSCO    -0.00913248
2747    CSCO    -0.01920024
3023    CSCO     0.01803328
3341    CSCO    -0.01897897
3610    CSCO     0.02368843
4792    CSCO    -0.01867626
5323    CSCO     0.07355152
5601    CSCO    -0.04540804
5872    CSCO    -0.02628625
6464    CSCO     0.00169578
6661    CSCO    -0.06464894
7932    CSCO    -0.02528479
8773    CSCO     0.03654956
9387    CSCO    -0.02019567
10270   CSCO     0.08368965
11103   CSCO     0.00793655
11396   CSCO     0.00108274
12123   CSCO     0.00757840
12732   CSCO     0.04836694
12967   CSCO     0.00194112
13311   CSCO    -0.01416181
14707   CSCO    -0.03928601
15333   CSCO     0.07474920
15596   CSCO     0.00204888
16434   CSCO     0.00175080
16673   CSCO    -0.01893996

CSRA
      ticker  signal_return
12360   CSRA     0.02181587
12945   CSRA    -0.00270532
14141   CSRA    -0.19637646
14364   CSRA     0.14708462
15095   CSRA    -0.04054400
15389   CSRA     0.00828505
15787   CSRA    -0.02208509
16083   CSRA    -0.02682829
16767   CSRA     0.01408925
17025   CSRA    -0.00411870

CSX
      ticker  signal_return
161      CSX    -0.02350374
857      CSX     0.01693084
1179     CSX     0.01182174
1416     CSX     0.01570439
1643     CSX    -0.08791372
1769     CSX    -0.03929411
3002     CSX     0.00745167
3241     CSX     0.03431548
3465     CSX     0.00032253
3810     CSX    -0.06319970
4454     CSX     0.00594402
4970     CSX     0.01162804
5265     CSX     0.03546852
5477     CSX    -0.07936096
5990     CSX    -0.03549280
7143     CSX    -0.02692470
8055     CSX     0.00694447
8285     CSX     0.01370779
8536     CSX     0.09005034
8871     CSX    -0.07030340
9787     CSX    -0.13205017
9941     CSX    -0.02995888
10192    CSX     0.08607922
11234    CSX    -0.04091567
11766    CSX    -0.05104479
12561    CSX    -0.09872087
12836    CSX     0.00000000
13582    CSX     0.02566841
13728    CSX     0.01706665
14316    CSX     0.07684547
14669    CSX     0.01853698
15045    CSX     0.20354986
15163    CSX     0.02098201
16502    CSX    -0.04121890
16768    CSX    -0.01015311

CTAS
      ticker  signal_return
111     CTAS     0.02012299
471     CTAS     0.02302858
920     CTAS     0.02241143
1344    CTAS     0.00084282
2152    CTAS    -0.00471431
3320    CTAS    -0.00772570
3736    CTAS    -0.01735639
4100    CTAS     0.01617615
4288    CTAS     0.00344595
4620    CTAS    -0.04121164
5073    CTAS     0.01392270
5478    CTAS    -0.01642209
5784    CTAS     0.03340024
6465    CTAS     0.01533013
6662    CTAS     0.01012488
6844    CTAS    -0.05302964
7242    CTAS    -0.06260184
7814    CTAS    -0.03250809
8557    CTAS    -0.08022196
8872    CTAS    -0.05766934
9272    CTAS     0.04015377
10151   CTAS     0.05578022
10524   CTAS    -0.02884873
11279   CTAS    -0.01761473
11935   CTAS     0.00935908
12100   CTAS     0.01120282
12298   CTAS     0.00156879
12666   CTAS    -0.00541564
12892   CTAS    -0.00497257
13228   CTAS     0.03521644
13401   CTAS    -0.03792334
14142   CTAS    -0.03450840
14757   CTAS     0.01763270
15949   CTAS     0.01328527
17092   CTAS    -0.03439069

CTL
      ticker  signal_return
274      CTL    -0.04059252
720      CTL    -0.07299377
1128     CTL    -0.02122529
1697     CTL     0.06077120
2464     CTL     0.06167482
2709     CTL     0.00631279
2955     CTL     0.00783682
3866     CTL     0.03314932
6308     CTL    -0.04662910
6600     CTL     0.02418290
6793     CTL     0.00934041
7506     CTL     0.03049011
7882     CTL     0.00536194
8259     CTL     0.02181905
8873     CTL    -0.06162799
9450     CTL     0.01715428
10359    CTL     0.00879955
10841    CTL     0.10032772
10990    CTL     0.02359310
11192    CTL    -0.00654922
11688    CTL    -0.06733464
11902    CTL     0.04645247
12848    CTL    -0.01512986
13583    CTL    -0.01981716
14143    CTL    -0.26388154
14222    CTL     0.01006247
15251    CTL    -0.06499910
15788    CTL    -0.02310758
16312    CTL    -0.03532549
16866    CTL     0.04089930

CTSH
      ticker  signal_return
17      CTSH     0.04025083
335     CTSH     0.01078430
721     CTSH     0.02519192
883     CTSH     0.01698305
1180    CTSH     0.02016944
1377    CTSH     0.01319320
2153    CTSH     0.04277861
2934    CTSH    -0.00826013
3654    CTSH    -0.02244133
3885    CTSH    -0.13936101
4044    CTSH    -0.05219740
5074    CTSH     0.12446097
6221    CTSH     0.02556920
6466    CTSH     0.03592615
6845    CTSH    -0.02878469
7243    CTSH    -0.08635634
7554    CTSH    -0.04489532
8502    CTSH    -0.00461413
9388    CTSH    -0.01858461
9965    CTSH    -0.03704127
10152   CTSH    -0.03066218
10762   CTSH    -0.03114722
12562   CTSH    -0.05060813
13479   CTSH     0.01495832
13729   CTSH    -0.05365897
14637   CTSH    -0.01878822
15597   CTSH    -0.01339536
16503   CTSH     0.03651164
16707   CTSH     0.02432552

CTXS
      ticker  signal_return
162     CTXS    -0.05724475
373     CTXS     0.17300416
921     CTXS    -0.07630448
1345    CTXS    -0.02676019
1841    CTXS    -0.07846807
3321    CTXS     0.03599199
3867    CTXS     0.02716435
4366    CTXS    -0.01610726
4793    CTXS     0.03203369
5727    CTXS    -0.07788654
6090    CTXS    -0.00525113
7055    CTXS     0.04507553
7713    CTXS     0.01718352
8385    CTXS     0.01516279
8671    CTXS    -0.17733975
8874    CTXS    -0.04121583
9389    CTXS     0.01893111
10360   CTXS     0.05350130
11307   CTXS     0.00626080
11607   CTXS     0.01522810
12563   CTXS    -0.08639446
12968   CTXS    -0.04815788
14837   CTXS     0.00498754
15118   CTXS    -0.04912469
15352   CTXS     0.04835548
15865   CTXS    -0.01614278
17002   CTXS    -0.03869512

CVS
      ticker  signal_return
275      CVS    -0.05050885
616      CVS     0.02953666
922      CVS     0.02556291
1214     CVS     0.04303751
1425     CVS    -0.04297285
2188     CVS     0.00745551
2387     CVS     0.00670154
2962     CVS     0.01095187
3144     CVS    -0.03191346
4125     CVS     0.00163800
4307     CVS     0.02312526
4990     CVS     0.04979066
5227     CVS     0.00923014
5457     CVS     0.00417308
5756     CVS     0.04241968
6197     CVS     0.00960199
6429     CVS     0.01716111
7776     CVS     0.00465316
8081     CVS     0.03116750
8386     CVS    -0.04627240
8875     CVS    -0.01907644
9692     CVS    -0.01608557
10763    CVS    -0.07621713
11033    CVS     0.01725815
11397    CVS    -0.02846473
11903    CVS    -0.04076256
12083    CVS     0.01489575
12321    CVS     0.02687708
13480    CVS     0.01010331
13744    CVS     0.00494965
14184    CVS     0.10448118
16313    CVS    -0.01310731
16769    CVS    -0.04831982

CVX
      ticker  signal_return
353      CVX    -0.03294733
1417     CVX    -0.03091939
1770     CVX     0.03714187
2680     CVX     0.04247649
3363     CVX     0.02406762
3842     CVX    -0.06280713
4582     CVX     0.05248026
4794     CVX    -0.01758096
5706     CVX    -0.07891236
7594     CVX     0.01130740
7883     CVX     0.04078386
8199     CVX     0.05143456
8460     CVX     0.01530342
8685     CVX     0.03585966
9306     CVX    -0.00919114
9547     CVX    -0.02603091
10271    CVX    -0.00624402
11104    CVX     0.00826141
11608    CVX     0.04412334
12259    CVX    -0.00077459
12417    CVX     0.00315473
12763    CVX    -0.02225939
14223    CVX     0.02302367
14533    CVX     0.04458417
14838    CVX     0.03077955
15880    CVX     0.00177131
16209    CVX    -0.02360859

CXO
      ticker  signal_return
18       CXO     0.04140356
238      CXO     0.00337977
506      CXO    -0.07420483
1181     CXO    -0.06670109
1607     CXO    -0.02264248
2053     CXO     0.08417969
2229     CXO    -0.02304904
2554     CXO     0.04939276
2736     CXO    -0.01170487
3348     CXO     0.02037874
3683     CXO    -0.00454100
4126     CXO    -0.08283437
4524     CXO     0.08252017
4720     CXO     0.07478002
5584     CXO     0.10749052
7056     CXO     0.02581552
8013     CXO     0.04514192
8342     CXO    -0.11931651
8876     CXO    -0.11421198
9249     CXO    -0.03140797
10025    CXO     0.05578535
10193    CXO     0.03501082
11034    CXO     0.07650002
11527    CXO     0.10511770
11811    CXO    -0.04184781
12260    CXO    -0.00563919
12418    CXO    -0.09316550
13192    CXO    -0.00667745
13816    CXO    -0.00949092
15810    CXO     0.00197652
16940    CXO     0.04959694

D
      ticker  signal_return
163        D    -0.01670285
617        D     0.00341297
817        D     0.00904574
1582       D    -0.02026895
2032       D     0.01749149
2795       D    -0.03474574
3349       D    -0.02982690
4006       D    -0.02751590
4339       D    -0.03380965
4721       D    -0.02940768
5178       D    -0.00552793
5785       D     0.01606566
6663       D     0.00484677
7571       D     0.00630362
8537       D     0.04143005
9885       D    -0.02139039
10594      D    -0.02468909
11094      D     0.01714170
11413      D    -0.03274545
12564      D     0.03229475
13481      D    -0.06034872
13769      D    -0.01676785
14418      D    -0.03888000
14898      D     0.00499082
15699      D    -0.00716377
15897      D    -0.00231482
16708      D     0.01680415

DAL
      ticker  signal_return
112      DAL     0.01882811
291      DAL    -0.00787895
618      DAL     0.07662838
867      DAL     0.03219312
1555     DAL     0.00160849
2189     DAL     0.04930576
2768     DAL     0.03210250
3003     DAL     0.03770213
3166     DAL    -0.04849587
4289     DAL    -0.03505642
4747     DAL    -0.11768415
5190     DAL     0.05887232
5530     DAL     0.02141046
6222     DAL    -0.09424566
6973     DAL    -0.05771053
7657     DAL    -0.05211504
8639     DAL    -0.09181556
9283     DAL     0.05651674
10004    DAL    -0.02782010
10455    DAL     0.03948777
10717    DAL    -0.15336772
11280    DAL    -0.05968850
11842    DAL     0.03948216
12322    DAL     0.19567130
14004    DAL     0.01103393
14294    DAL     0.13590907
14774    DAL     0.02655112
15881    DAL    -0.00538736
16154    DAL    -0.03152155
16770    DAL     0.05048940

DASYST
       ticker  signal_return
81     DASYST     0.04745408
256    DASYST     0.04425396
442    DASYST     0.05165638
744    DASYST     0.05112224
977    DASYST     0.05672477
1141   DASYST     0.04755234
1278   DASYST     0.05087022
1482   DASYST     0.04848273
1740   DASYST     0.05762317
1995   DASYST     0.05661410
2199   DASYST     0.05724518
2379   DASYST     0.06364461
2544   DASYST     0.05641293
2710   DASYST     0.06623525
2893   DASYST     0.06453347
3051   DASYST     0.06205443
3212   DASYST     0.06930996
3435   DASYST     0.07280736
3655   DASYST     0.05319720
3811   DASYST     0.07205463
4072   DASYST     0.07565145
4240   DASYST     0.06705667
4398   DASYST     0.06455661
4583   DASYST     0.07657933
4869   DASYST     0.06530263
5075   DASYST     0.07128141
5307   DASYST     0.07163212
5531   DASYST     0.07838098
5739   DASYST     0.06905348
5970   DASYST     0.08396171
...       ...            ...
10982  DASYST     0.09730571
11173  DASYST     0.10125213
11414  DASYST     0.09026852
11630  DASYST     0.08172236
11868  DASYST     0.10008871
12034  DASYST     0.09744837
12193  DASYST     0.09406236
12374  DASYST     0.09013263
12701  DASYST     0.09572634
12893  DASYST     0.08024405
13099  DASYST     0.09659945
13268  DASYST     0.09459357
13429  DASYST     0.10067863
13631  DASYST     0.10223188
13855  DASYST     0.08677272
14027  DASYST     0.11109065
14317  DASYST     0.10172606
14588  DASYST     0.09539079
14839  DASYST     0.08714497
14972  DASYST     0.09886071
15081  DASYST     0.09556499
15275  DASYST     0.10153606
15463  DASYST     0.10044242
15726  DASYST     0.10437005
15933  DASYST     0.10314587
16060  DASYST     0.10828027
16189  DASYST     0.10237910
16460  DASYST     0.10223863
16674  DASYST     0.10729460
16954  DASYST     0.10747548

[85 rows x 2 columns]

DE
      ticker  signal_return
1206      DE     0.03869129
1401      DE    -0.01530105
2515      DE     0.01790050
3688      DE     0.01302131
3886      DE    -0.00935612
4113      DE     0.00760370
4340      DE    -0.01021459
4700      DE    -0.04604269
5228      DE    -0.02772501
5585      DE    -0.02383620
5907      DE    -0.04254674
6540      DE    -0.02511049
7394      DE     0.01581613
7909      DE    -0.00176431
8774      DE     0.05009970
9108      DE    -0.07386856
10883     DE     0.00502237
11035     DE    -0.00731725
12220     DE     0.00501254
13269     DE    -0.03816767
14365     DE     0.12560695
14625     DE    -0.00289101
15010     DE    -0.00758873
15151     DE     0.00873693
15374     DE     0.00814986
16314     DE     0.00379306
16609     DE     0.06459296
16867     DE     0.01330326
17093     DE    -0.02943136

DFS
      ticker  signal_return
113      DFS    -0.02616826
507      DFS    -0.03485201
1279     DFS     0.01132225
2075     DFS     0.02131300
2263     DFS    -0.01664971
3213     DFS     0.03596151
3466     DFS     0.01019767
3737     DFS    -0.02322930
4468     DFS    -0.01763054
5248     DFS    -0.02639404
6144     DFS     0.10001340
7395     DFS    -0.03490785
8056     DFS    -0.05014402
8312     DFS     0.01371862
8877     DFS    -0.00931654
9144     DFS    -0.09315191
9426     DFS     0.01384869
10194    DFS     0.06283323
10595    DFS     0.02968150
11415    DFS     0.02712293
11723    DFS    -0.02515571
12565    DFS    -0.11147470
13117    DFS     0.00138337
13341    DFS    -0.01911647
13930    DFS    -0.03974271
14366    DFS     0.12445065
14626    DFS     0.06247163
15011    DFS    -0.05475871
16155    DFS     0.03423701
16410    DFS     0.01396598
16638    DFS    -0.00390129

DG
      ticker  signal_return
164       DG    -0.00034536
336       DG     0.00203978
619       DG    -0.02145128
1583      DG    -0.08911026
2654      DG    -0.02738910
3119      DG    -0.11782457
3242      DG     0.06427848
5292      DG    -0.00244424
5693      DG     0.00504506
6783      DG     0.00670873
7004      DG    -0.00329143
7167      DG    -0.02324151
7698      DG     0.01788219
7910      DG     0.00788835
8220      DG    -0.01551766
8878      DG     0.02193427
9029      DG    -0.03749031
9233      DG    -0.00148148
9675      DG    -0.03943556
10081     DG    -0.00305768
10566     DG    -0.05825262
11114     DG     0.01158706
11441     DG    -0.05303694
12139     DG     0.03823258
12566     DG    -0.00503887
12928     DG    -0.00823137
13312     DG     0.06884173
13712     DG    -0.00043268
14471     DG     0.05165467
15998     DG    -0.00938974
16868     DG    -0.07804105

DGX
      ticker  signal_return
310      DGX    -0.06299478
834      DGX    -0.03547264
1219     DGX     0.02438922
1896     DGX    -0.03519933
2408     DGX     0.09137680
3214     DGX    -0.05160073
3887     DGX    -0.02674654
4207     DGX     0.01549193
4748     DGX    -0.07476879
5613     DGX    -0.03072415
5840     DGX    -0.00105573
6165     DGX     0.02841381
6794     DGX     0.04056510
7494     DGX    -0.07511350
8879     DGX     0.01511892
9121     DGX     0.01198392
10074    DGX    -0.01975197
10718    DGX    -0.07226444
11353    DGX     0.02451966
11609    DGX     0.01848927
11936    DGX    -0.00576522
12101    DGX     0.01584900
12400    DGX     0.02530778
12733    DGX     0.03313106
13025    DGX     0.00875305
14097    DGX    -0.00336302
14538    DGX     0.02543436
14840    DGX     0.02347345
15082    DGX    -0.00408252
15526    DGX     0.02974504
15847    DGX    -0.00081021
16229    DGX     0.03020348
16869    DGX    -0.01830357

DHI
      ticker  signal_return
1346     DHI     0.03626352
1814     DHI     0.01589722
2200     DHI    -0.09269790
3120     DHI    -0.01519017
3582     DHI    -0.01646954
3935     DHI     0.02214866
4795     DHI    -0.14605347
4971     DHI     0.00620294
5266     DHI     0.08779354
6037     DHI    -0.11556798
6430     DHI     0.01768653
6951     DHI     0.02572829
7244     DHI    -0.01770690
8411     DHI     0.04241276
8640     DHI    -0.02728328
9858     DHI    -0.04869934
10361    DHI     0.03425502
10719    DHI    -0.06571418
11354    DHI    -0.00032557
11565    DHI    -0.00316957
12712    DHI     0.05066638
13871    DHI     0.01772371
14098    DHI     0.03706768
15164    DHI    -0.03726802
15682    DHI     0.03527432
16172    DHI    -0.04215241

DHR
      ticker  signal_return
19       DHR     0.00395983
508      DHR    -0.00304709
818      DHR     0.01103779
1085     DHR    -0.01929062
1280     DHR    -0.00358588
1556     DHR    -0.04419953
1897     DHR    -0.04552975
3071     DHR     0.02954760
3322     DHR    -0.00273496
4491     DHR    -0.06284970
4749     DHR    -0.06116607
5149     DHR     0.02250602
5428     DHR     0.01366385
5786     DHR    -0.01207865
6572     DHR    -0.02845768
7168     DHR    -0.00872533
8387     DHR    -0.00684329
9145     DHR    -0.08401277
9390     DHR     0.01750915
9741     DHR    -0.02589141
10195    DHR     0.07251621
11235    DHR     0.02367456
11747    DHR     0.00124935
11956    DHR     0.01664268
12299    DHR     0.00049793
12667    DHR     0.05524394
13573    DHR    -0.01679731
13957    DHR    -0.03484583
15083    DHR    -0.00690764
15302    DHR     0.00214260
15598    DHR     0.01545517
15848    DHR    -0.02014225
16248    DHR    -0.02609474

DIS
      ticker  signal_return
620      DIS    -0.00217628
923      DIS     0.00739901
1281     DIS     0.05273962
2012     DIS     0.04006386
2264     DIS     0.00342090
3079     DIS     0.02559381
3583     DIS    -0.01303708
4127     DIS     0.02595523
4870     DIS    -0.05269262
5150     DIS    -0.00636735
5532     DIS     0.00136909
5873     DIS    -0.01465032
6370     DIS     0.02544369
6573     DIS    -0.00700680
6784     DIS    -0.01817290
7144     DIS     0.00238248
7995     DIS     0.03364963
8221     DIS     0.01279619
8713     DIS    -0.01950460
9391     DIS    -0.00220995
9670     DIS     0.00450356
10153    DIS     0.09155921
10525    DIS    -0.02770851
10829    DIS    -0.07374614
11648    DIS     0.02798473
12481    DIS    -0.05073172
13482    DIS    -0.00915511
13931    DIS    -0.03133021
14472    DIS     0.01311994
14649    DIS     0.04859948
15012    DIS    -0.00149031
15290    DIS    -0.01169604
15882    DIS     0.00656729
16061    DIS     0.00343356
16345    DIS    -0.05257826
16610    DIS     0.00037051
16982    DIS     0.00095905

DISCA
      ticker  signal_return
761    DISCA    -0.03470476
1436   DISCA    -0.09041394
1608   DISCA     0.04367068
2671   DISCA     0.01793594
2918   DISCA     0.01320418
3738   DISCA     0.00251181
4073   DISCA    -0.08835276
4413   DISCA     0.05813515
4607   DISCA     0.10623022
5293   DISCA    -0.08448135
6091   DISCA     0.04706944
7618   DISCA    -0.01594650
8168   DISCA    -0.07671969
8503   DISCA     0.00312229
8714   DISCA     0.00734757
9427   DISCA    -0.02586058
10272  DISCA    -0.05423246
11131  DISCA    -0.00741136
12060  DISCA    -0.08410166
12323  DISCA     0.09020196
14489  DISCA    -0.02500130
14793  DISCA    -0.01257878
16461  DISCA     0.06438917

DISCK
      ticker  signal_return
655    DISCK    -0.00508325
1443   DISCK    -0.10039104
1609   DISCK     0.04209147
2681   DISCK     0.02311590
2919   DISCK    -0.00307040
3739   DISCK     0.00655740
4176   DISCK     0.00954939
4565   DISCK     0.04161035
4750   DISCK    -0.02123823
5308   DISCK    -0.07622298
6092   DISCK     0.04898801
7328   DISCK    -0.06393655
8169   DISCK    -0.09662684
8504   DISCK    -0.03240342
8715   DISCK     0.01650392
9585   DISCK    -0.01246554
10273  DISCK    -0.08320067
11281  DISCK    -0.01366436
11957  DISCK    -0.11524062
12061  DISCK    -0.07629681
12345  DISCK     0.09104852
13745  DISCK    -0.08755346
14490  DISCK    -0.00734757
14794  DISCK    -0.01292193
16462  DISCK     0.07120445

DISH
      ticker  signal_return
868     DISH     0.07109592
1103    DISH    -0.02348226
1328    DISH     0.03571494
2298    DISH     0.02385344
3542    DISH     0.03210152
4871    DISH    -0.02877183
5370    DISH     0.09242534
7192    DISH     0.03736944
7595    DISH    -0.03230060
8343    DISH    -0.04610233
8716    DISH     0.05674013
9586    DISH    -0.04559105
9984    DISH    -0.00795577
10274   DISH     0.11092545
10720   DISH    -0.01956159
11780   DISH    -0.07260845
12194   DISH    -0.01255992
13677   DISH     0.01787064
13932   DISH     0.02084132
14841   DISH    -0.01445403
15013   DISH     0.02113620
16173   DISH    -0.06805123
16373   DISH    -0.05323850
16913   DISH    -0.02420091

DLR
      ticker  signal_return
696      DLR    -0.22744463
745      DLR     0.06035773
1142     DLR    -0.06967614
1625     DLR    -0.01773445
2076     DLR     0.01095342
2963     DLR    -0.00885192
3584     DLR     0.02796800
3780     DLR     0.04565108
4114     DLR    -0.00441099
5053     DLR     0.01779328
5324     DLR     0.01736927
6115     DLR     0.04245400
7727     DLR    -0.00075137
8880     DLR    -0.00697309
9226     DLR     0.07052642
9392     DLR     0.01307742
10044    DLR     0.01972398
10412    DLR    -0.00089098
10677    DLR    -0.01157233
11095    DLR     0.04752927
11442    DLR    -0.01679575
11937    DLR     0.01131403
12238    DLR     0.03576260
12391    DLR     0.07490428
13303    DLR    -0.01585264
13483    DLR    -0.02671526
13817    DLR    -0.06055338
14243    DLR    -0.01048783
14987    DLR     0.03866949
15140    DLR     0.01826321
16099    DLR     0.04206672
16390    DLR     0.00208768
16588    DLR     0.01743932
16914    DLR    -0.01870881

DLTR
      ticker  signal_return
114     DLTR     0.02300579
311     DLTR     0.00186425
1156    DLTR    -0.01661888
1664    DLTR     0.07784772
3066    DLTR    -0.08910918
3243    DLTR    -0.01734681
4972    DLTR     0.04572994
5202    DLTR     0.02424165
5406    DLTR     0.03783591
5908    DLTR     0.01487596
6245    DLTR     0.04078314
6574    DLTR     0.02441316
6785    DLTR     0.00160583
8101    DLTR    -0.05468989
8881    DLTR     0.06908009
9040    DLTR    -0.05014479
9234    DLTR    -0.02170238
9819    DLTR     0.05623656
10645   DLTR    -0.04273995
10843   DLTR    -0.10586427
11398   DLTR    -0.03386011
12140   DLTR     0.03305626
12381   DLTR     0.02667394
12946   DLTR    -0.00509648
13158   DLTR    -0.03305144
13313   DLTR     0.04631953
13554   DLTR    -0.00348606
13713   DLTR    -0.01118335
14144   DLTR    -0.03627170
14589   DLTR    -0.00951741
15276   DLTR    -0.05222466
16374   DLTR    -0.01992533
16983   DLTR     0.10056179

DOV
      ticker  signal_return
115      DOV    -0.00122379
884      DOV    -0.02096768
1347     DOV     0.00211283
1898     DOV    -0.04869832
2305     DOV     0.00325210
2555     DOV    -0.02340747
2979     DOV     0.00274757
3244     DOV     0.02836354
3467     DOV    -0.00819132
4045     DOV    -0.06760104
4542     DOV     0.07053762
4751     DOV    -0.02900255
5728     DOV    -0.07702111
7145     DOV    -0.00040342
7482     DOV    -0.04476527
7933     DOV     0.05242782
8240     DOV     0.02776431
8717     DOV     0.02170203
9859     DOV    -0.06934702
10275    DOV     0.09053927
11056    DOV     0.04365343
11689    DOV    -0.04822390
12239    DOV     0.02056081
13133    DOV     0.00770014
13885    DOV    -0.03332659
14708    DOV     0.00659807
15084    DOV     0.01467203
16695    DOV     0.00880118

DPS
      ticker  signal_return
321      DPS    -0.03663911
642      DPS     0.02695123
885      DPS     0.00683162
1698     DPS    -0.04827670
2054     DPS     0.03266721
2344     DPS     0.00352492
2477     DPS    -0.01528764
2824     DPS     0.03109980
3121     DPS     0.00706230
3376     DPS    -0.00204639
3868     DPS    -0.01720188
4266     DPS    -0.00330208
4455     DPS     0.01251777
5007     DPS     0.04369166
5407     DPS     0.00250522
6038     DPS     0.05646186
7245     DPS    -0.04046795
7619     DPS    -0.01641987
8102     DPS    -0.00859255
8412     DPS     0.02840749
9250     DPS     0.06931180
9485     DPS    -0.02731344
9860     DPS     0.02353000
10005    DPS    -0.00939776
10646    DPS    -0.03754307
11748    DPS    -0.07316529
11920    DPS    -0.02959819
12567    DPS     0.00996583
13041    DPS    -0.01307876
13484    DPS    -0.01951013
13770    DPS    -0.00916807
14419    DPS    -0.05583606
15014    DPS    -0.01012890
15375    DPS     0.01798379
15898    DPS     0.00993694
16062    DPS     0.00234610
16190    DPS    -0.09154503
16411    DPS    -0.00230807

DRE
      ticker  signal_return
509      DRE    -0.00781489
1220     DRE    -0.03077166
2033     DRE     0.02028317
2230     DRE    -0.01197619
2605     DRE     0.01161453
2858     DRE     0.00576956
3092     DRE     0.00958564
4115     DRE     0.00382410
4446     DRE     0.01031528
5151     DRE     0.00674921
5765     DRE     0.02526763
6012     DRE     0.05214561
6264     DRE    -0.05406722
7295     DRE    -0.03235155
7572     DRE     0.00838579
7884     DRE    -0.02797754
8882     DRE     0.01103155
9251     DRE     0.02403962
9861     DRE    -0.01011326
10006    DRE    -0.00379868
10526    DRE    -0.05915841
10991    DRE     0.00656047
11236    DRE     0.00359874
11921    DRE     0.01199515
12174    DRE     0.04716888
12364    DRE     0.04920285
12734    DRE     0.02574618
13026    DRE     0.00106477
13818    DRE    -0.01353724
14244    DRE     0.03044882
15015    DRE    -0.02228918
16072    DRE     0.05054170
16639    DRE     0.01774268
16915    DRE    -0.01206703

DRI
      ticker  signal_return
374      DRI     0.02922383
806      DRI    -0.00378358
1378     DRI    -0.04112870
1899     DRI    -0.03509132
2556     DRI    -0.04728740
3468     DRI     0.03138266
3689     DRI    -0.01177137
4447     DRI     0.04042143
5076     DRI     0.06851867
5309     DRI    -0.00891113
5533     DRI     0.00682000
6013     DRI     0.01238355
6265     DRI    -0.03269868
6612     DRI    -0.01682579
6805     DRI     0.06717332
8260     DRI     0.00428094
9299     DRI    -0.01695088
9520     DRI     0.01686856
10045    DRI     0.02199630
11006    DRI     0.04356406
12300    DRI    -0.00513536
12702    DRI    -0.02335177
12969    DRI    -0.02584879
14203    DRI     0.11257321
14522    DRI     0.00314272
14709    DRI    -0.00039591
16033    DRI     0.01055946
16230    DRI     0.03828219
16564    DRI    -0.00136116
16870    DRI    -0.00322420

DTE
      ticker  signal_return
678      DTE    -0.00144113
2034     DTE     0.03428257
2491     DTE     0.03038927
2682     DTE     0.01677675
2935     DTE    -0.06457214
4027     DTE    -0.06872473
4275     DTE    -0.01975578
4722     DTE     0.00956223
5077     DTE     0.01939203
5787     DTE     0.00792360
6198     DTE    -0.02507235
6664     DTE     0.00968657
7573     DTE     0.01310800
8433     DTE     0.03888126
8641     DTE    -0.07476659
9393     DTE    -0.02228007
10596    DTE     0.00992060
11105    DTE     0.02459473
11355    DTE    -0.01978282
12221    DTE     0.02430020
12482    DTE     0.03475213
13327    DTE     0.00032406
14867    DTE     0.02164693
15635    DTE    -0.00360361
15899    DTE     0.00056464
16092    DTE     0.00300141
16589    DTE     0.02975580
16838    DTE     0.00881784
17071    DTE    -0.04287427

DUK
      ticker  signal_return
621      DUK     0.01894999
819      DUK    -0.03347004
1644     DUK    -0.04029154
2077     DUK    -0.00772964
2683     DUK     0.02281158
4276     DUK    -0.00746120
4642     DUK     0.04670109
4991     DUK     0.04082199
5874     DUK     0.01023331
6166     DUK    -0.00401492
6575     DUK     0.04881557
7620     DUK    -0.00479289
7831     DUK    -0.04107830
8584     DUK    -0.05187857
9002     DUK    -0.00188092
9722     DUK    -0.00454684
10506    DUK     0.04790456
10678    DUK    -0.01986467
11237    DUK     0.01415118
12301    DUK     0.00967493
12568    DUK     0.00534348
13485    DUK    -0.05697309
13771    DUK    -0.00566428
14420    DUK    -0.00065695
15303    DUK    -0.00638653
15545    DUK     0.03743986
16675    DUK     0.03574969
17072    DUK    -0.03415936

DVA
      ticker  signal_return
1066     DVA    -0.00178876
1379     DVA     0.03388047
1557     DVA    -0.02218206
3167     DVA    -0.00619808
3548     DVA     0.00846306
4973     DVA     0.03052278
6713     DVA     0.05305652
6906     DVA    -0.01190057
7106     DVA    -0.01955963
7854     DVA     0.01723205
8344     DVA    -0.03285974
8775     DVA     0.01913171
9146     DVA    -0.03749488
9966     DVA    -0.00728939
10413    DVA     0.01061692
10764    DVA    -0.03225066
11072    DVA     0.01899233
11416    DVA     0.01111273
11904    DVA     0.01971729
12735    DVA    -0.00205155
13145    DVA     0.09967594
13899    DVA     0.06170383
14099    DVA    -0.04252297
15599    DVA    -0.01109338
16477    DVA     0.01762841

DVN
      ticker  signal_return
165      DVN    -0.02590950
394      DVN     0.05969540
1900     DVN    -0.08385168
2112     DVN     0.02712828
2501     DVN     0.02640021
2711     DVN     0.00042934
2936     DVN     0.00654845
3122     DVN     0.04436354
3364     DVN     0.01853551
4367     DVN     0.01417388
4584     DVN     0.11396936
4796     DVN    -0.00821257
5729     DVN    -0.14284929
6498     DVN    -0.08817457
7057     DVN     0.02943553
7802     DVN     0.07296053
8144     DVN     0.06907102
8505     DVN     0.05000496
8718     DVN     0.04735461
9943     DVN     0.15811932
10414    DVN     0.09360603
11528    DVN     0.11173550
11812    DVN    -0.12601242
12261    DVN    -0.01313958
12795    DVN    -0.06585573
13171    DVN     0.07168432
14224    DVN    -0.17726768
14670    DVN    -0.02623515
15651    DVN     0.06141330
16478    DVN     0.00216567
16771    DVN     0.09229207

EA
      ticker  signal_return
354       EA    -0.04706751
1009      EA     0.04293257
1165      EA    -0.10859184
1865      EA     0.04372686
2113      EA     0.01433340
2299      EA     0.03844034
2937      EA     0.01896483
3342      EA     0.01831858
3781      EA    -0.12974196
3964      EA    -0.08524891
4910      EA    -0.13536262
5103      EA     0.05718697
5371      EA     0.07025170
5638      EA     0.01600376
5841      EA    -0.03201044
6223      EA     0.13315146
6541      EA    -0.00705547
6952      EA    -0.04119340
7316      EA     0.02127222
7517      EA    -0.02104675
7760      EA     0.05307907
8031      EA     0.05280881
8506      EA    -0.04838445
9394      EA    -0.00646032
10196     EA    -0.05126974
10659     EA     0.01361017
11979     EA     0.02103637
12736     EA    -0.02497057
13247     EA     0.00958592
13412     EA    -0.00830180
13678     EA    -0.02171290
14185     EA     0.02549533
15277     EA     0.03555563
15527     EA    -0.01074542
15797     EA     0.00124498
16249     EA     0.04049999
16547     EA     0.03765129
16772     EA    -0.03005264

EBAY
      ticker  signal_return
1067    EBAY    -0.05706778
1380    EBAY    -0.05443900
2169    EBAY     0.03353440
2859    EBAY     0.00347894
3291    EBAY     0.00726982
3843    EBAY     0.01507756
4208    EBAY    -0.03625500
4946    EBAY    -0.07385433
5715    EBAY     0.00448057
6576    EBAY     0.03138777
6745    EBAY    -0.03659609
7537    EBAY    -0.02208032
8103    EBAY     0.11452425
9587    EBAY    -0.01569343
10276   EBAY    -0.02839792
10597   EBAY     0.04645825
12483   EBAY    -0.07212961
12796   EBAY     0.22274554
13392   EBAY    -0.00561274
14005   EBAY     0.03364017
14295   EBAY    -0.02613143
15046   EBAY    -0.02544169
15252   EBAY     0.04255961
15442   EBAY     0.01914357
16250   EBAY    -0.04020030
16611   EBAY    -0.01475935
16916   EBAY    -0.03926601

ECL
      ticker  signal_return
20       ECL     0.02838687
292      ECL     0.00140633
472      ECL     0.04342661
1771     ECL    -0.00782037
2216     ECL     0.02658690
3292     ECL    -0.01261919
3562     ECL    -0.01001949
4141     ECL     0.02156869
4341     ECL     0.02429930
4911     ECL    -0.03336860
5740     ECL    -0.03126159
5991     ECL    -0.04997837
6467     ECL     0.04216081
7058     ECL    -0.02255637
7777     ECL    -0.03834752
8313     ECL    -0.04315288
8883     ECL    -0.03029118
9235     ECL    -0.00313334
10197    ECL     0.05927802
11317    ECL     0.01614964
11566    ECL     0.02183985
11922    ECL    -0.00282329
12102    ECL     0.02490654
13076    ECL    -0.00465212
14028    ECL     0.04513904
14899    ECL    -0.03206639
15215    ECL    -0.01770832
15500    ECL     0.02436693
16268    ECL    -0.01066150
16773    ECL     0.02650466
17041    ECL    -0.01760433

ED
      ticker  signal_return
21        ED    -0.01408220
1459      ED     0.00037071
2114      ED     0.00703149
2684      ED     0.01458106
4177      ED     0.00625436
4342      ED    -0.01718047
4723      ED     0.05188866
5028      ED     0.02683665
5788      ED     0.00228537
6167      ED     0.00519632
6665      ED     0.00161891
6939      ED    -0.03443429
7741      ED    -0.01595317
8261      ED     0.01926658
8538      ED     0.02356762
9395      ED    -0.03650973
9895      ED    -0.05967132
10485     ED     0.02583897
10647     ED     0.01720932
11174     ED     0.03431644
12302     ED     0.00417211
12484     ED     0.02257204
13486     ED    -0.07561472
13772     ED    -0.00643794
14421     ED    -0.00916277
15390     ED     0.01797016
15652     ED    -0.00825747
15900     ED     0.00693110
16191     ED     0.00214714
16590     ED     0.03201559
16839     ED     0.00961661
17073     ED    -0.04155907

EFX
      ticker  signal_return
679      EFX    -0.01259424
978      EFX     0.01969952
1182     EFX    -0.00911771
1402     EFX    -0.00348432
1679     EFX    -0.03759896
2078     EFX    -0.02132779
2354     EFX    -0.03939861
2594     EFX    -0.02559879
3293     EFX     0.01874107
3740     EFX     0.04315122
4178     EFX     0.01132455
4343     EFX    -0.03946116
4701     EFX    -0.02836203
5458     EFX     0.02137524
6039     EFX     0.02554645
6468     EFX     0.00677022
6666     EFX    -0.02844807
7146     EFX    -0.00468576
7436     EFX    -0.01824170
8507     EFX     0.01438598
8884     EFX    -0.05806981
9284     EFX     0.00828474
9742     EFX    -0.00836885
10007    EFX    -0.01408725
10362    EFX    -0.01841316
10765    EFX    -0.09385690
11238    EFX     0.04634441
11813    EFX     0.02965457
12103    EFX     0.00637148
12419    EFX     0.04074638
12797    EFX     0.01982174
13900    EFX    -0.01374115
14145    EFX     0.05799453
14710    EFX    -0.04890116
15391    EFX     0.05757730
15727    EFX     0.01497960
15950    EFX     0.00454446
16269    EFX    -0.01454071
17042    EFX    -0.01428134

EIX
      ticker  signal_return
622      EIX     0.00590453
2035     EIX     0.05048391
2441     EIX     0.04409306
2685     EIX    -0.00687167
3436     EIX    -0.02940407
4179     EIX     0.01495101
4912     EIX     0.03225024
5179     EIX    -0.00825664
5534     EIX     0.00689874
5931     EIX     0.01549074
6714     EIX    -0.04542976
7107     EIX     0.00215107
7317     EIX    -0.02009868
7621     EIX    -0.01599484
7855     EIX    -0.03397181
8642     EIX    -0.05424720
9188     EIX     0.01182140
9343     EIX    -0.06501057
10598    EIX     0.01275136
10926    EIX     0.06147520
11106    EIX     0.02603798
11356    EIX    -0.01565371
11885    EIX    -0.05320479
12303    EIX     0.00447004
12485    EIX     0.05086679
13328    EIX    -0.00858612
13773    EIX    -0.03071529
14422    EIX    -0.01443860
15392    EIX     0.04020708
15653    EIX    -0.00076104
16008    EIX     0.00105783
16192    EIX    -0.02200364
16840    EIX    -0.00849497

EL
      ticker  signal_return
22        EL     0.02059293
722       EL    -0.02969066
1049      EL    -0.01238330
1772      EL     0.03385644
2686      EL     0.02469261
2894      EL    -0.03307197
3123      EL     0.00248026
3965      EL    -0.03267564
4797      EL    -0.02313028
5789      EL    -0.01462209
6291      EL    -0.13232328
6390      EL     0.04245332
6646      EL    -0.02622699
6886      EL     0.01709240
7296      EL     0.03026241
7495      EL    -0.02756957
8508      EL    -0.08708130
8643      EL     0.03428767
9548      EL    -0.04612040
10008     EL    -0.01353506
10721     EL     0.00799085
10954     EL    -0.00986725
11161     EL     0.00361703
11443     EL    -0.00734526
11690     EL    -0.03848246
12044     EL    -0.03267334
12569     EL    -0.06704998
13248     EL    -0.06355821
14006     EL     0.08119246
14296     EL     0.02058501
14711     EL    -0.02176123
15165     EL     0.03179511
15564     EL    -0.02325926
15849     EL     0.00267769
16346     EL     0.06897009
16917     EL     0.01415094

EMN
      ticker  signal_return
623      EMN    -0.06016289
1157     EMN    -0.00553168
2055     EMN     0.06128000
2231     EMN    -0.03950999
2737     EMN    -0.03142100
3190     EMN    -0.01796810
3916     EMN     0.01882175
4752     EMN    -0.02518632
5372     EMN    -0.01342460
6116     EMN     0.03070102
7273     EMN    -0.00624246
7815     EMN    -0.05813645
8286     EMN    -0.03442476
8885     EMN    -0.03437549
9147     EMN    -0.11493538
10277    EMN     0.03425315
11057    EMN     0.05980055
11691    EMN    -0.00667149
12486    EMN    -0.01003572
13077    EMN    -0.02068294
14186    EMN     0.04375698
14590    EMN     0.01164097
14842    EMN    -0.01734833
15035    EMN    -0.00959675
15216    EMN    -0.01958852
15501    EMN     0.01098437
17003    EMN     0.01101838

EMR
      ticker  signal_return
116      EMR     0.00263097
680      EMR    -0.00372606
924      EMR    -0.00327869
1329     EMR     0.00276344
1773     EMR     0.00107321
2748     EMR    -0.01424295
3966     EMR     0.00426173
4753     EMR    -0.03927873
5429     EMR    -0.03065255
6281     EMR    -0.01283180
6795     EMR    -0.02289903
7283     EMR     0.01962314
7483     EMR    -0.04151758
7885     EMR     0.05053135
8145     EMR     0.02403370
8480     EMR    -0.01895427
8886     EMR    -0.01051399
9098     EMR    -0.05955992
9588     EMR    -0.00963844
9743     EMR    -0.02901106
10363    EMR     0.04190913
10905    EMR     0.05199313
11239    EMR     0.00018267
11790    EMR    -0.04763240
12570    EMR    -0.11137530
12849    EMR    -0.00393279
13921    EMR    -0.00476948
14423    EMR    -0.00919008
14671    EMR    -0.00301659
15133    EMR     0.00767202
15376    EMR    -0.00407586

EOG
      ticker  signal_return
23       EOG     0.02499170
337      EOG     0.05239473
1116     EOG     0.03691549
1996     EOG     0.02185573
2190     EOG     0.00865806
2502     EOG     0.00050707
2749     EOG    -0.04221951
3124     EOG     0.04544987
3365     EOG     0.01583606
4128     EOG    -0.04201824
4368     EOG    -0.00324883
4621     EOG     0.16641163
7059     EOG     0.01800757
7596     EOG    -0.01623283
7934     EOG     0.01189657
8146     EOG     0.06847820
8887     EOG    -0.11447279
9227     EOG     0.02616040
9589     EOG    -0.06383781
10026    EOG     0.05064728
10198    EOG     0.05188133
11073    EOG     0.00647166
11567    EOG     0.08298554
13118    EOG     0.01759060
13430    EOG    -0.04784155
13730    EOG    -0.02157625
14672    EOG     0.01635019
15811    EOG     0.00189994
16479    EOG    -0.03428146
16965    EOG     0.01175343

EQIX
      ticker  signal_return
746     EQIX     0.02718833
1502    EQIX    -0.00345828
1741    EQIX     0.00229697
2013    EQIX    -0.00755758
2595    EQIX    -0.01918672
3093    EQIX     0.01904343
3366    EQIX     0.01956088
3585    EQIX    -0.01183390
4209    EQIX    -0.01923744
4585    EQIX     0.02732625
4798    EQIX    -0.00385615
5294    EQIX     0.02020000
5535    EQIX    -0.00370452
5842    EQIX    -0.06471510
6887    EQIX    -0.01603072
7147    EQIX     0.05925986
7518    EQIX    -0.03635530
8314    EQIX     0.01556326
9033    EQIX    -0.03628325
9328    EQIX     0.03561390
9549    EQIX    -0.02734865
10120   EQIX     0.00196541
10766   EQIX    -0.08284285
11132   EQIX     0.01798200
11357   EQIX    -0.02213546
11886   EQIX     0.02133398
12104   EQIX     0.05006061
12365   EQIX     0.02684462
13555   EQIX    -0.01487854
14264   EQIX     0.01731721
15064   EQIX     0.04318689
16041   EQIX     0.01451346
16231   EQIX     0.04618561
16504   EQIX     0.00114890
16709   EQIX     0.01740087

EQR
      ticker  signal_return
1017     EQR    -0.03835450
1699     EQR     0.01748678
1964     EQR     0.05153529
2265     EQR    -0.01680712
2557     EQR    -0.01342987
2906     EQR     0.01372346
3245     EQR    -0.01178170
3524     EQR     0.01245975
3697     EQR     0.01007526
3936     EQR    -0.00710456
4157     EQR    -0.00736347
4369     EQR    -0.07797423
4427     EQR     0.01188387
4974     EQR     0.03493297
5267     EQR    -0.00569316
5500     EQR     0.01730437
5843     EQR     0.02191133
6014     EQR     0.04817253
6266     EQR    -0.02823508
6888     EQR    -0.03296113
7246     EQR    -0.01451638
7574     EQR    -0.02418032
8644     EQR    -0.08447014
10121    EQR    -0.03475589
10767    EQR    -0.02163875
11193    EQR     0.02941069
12175    EQR     0.01258450
13487    EQR    -0.07878918
14921    EQR     0.00138904
15036    EQR    -0.02785956
16125    EQR     0.02105341
16918    EQR     0.02735036

EQT
      ticker  signal_return
166      EQT    -0.05870911
820      EQT    -0.02392887
1715     EQT     0.02007043
2100     EQT     0.03074994
2388     EQT    -0.06042442
2619     EQT     0.03126869
3698     EQT     0.01732288
3937     EQT     0.02404947
4525     EQT     0.02782558
4702     EQT     0.02684725
5229     EQT    -0.03539983
5945     EQT     0.04406236
6974     EQT     0.03221396
7365     EQT    -0.04813049
7778     EQT     0.02937953
8014     EQT     0.06918498
8262     EQT    -0.02833977
8888     EQT    -0.05339175
9122     EQT    -0.06202680
9693     EQT     0.08190342
9886     EQT     0.12153271
11194    EQT     0.03849543
11529    EQT     0.00448269
11814    EQT    -0.03041367
12262    EQT     0.04483891
13146    EQT    -0.04641805
13945    EQT     0.02172858
14868    EQT    -0.11778304
15102    EQT     0.00386910
15304    EQT    -0.04167270
15654    EQT     0.04889027
16480    EQT     0.01343827
16941    EQT     0.00484714

ES
      ticker  signal_return
7297      ES    -0.02255581
7622      ES    -0.00107032
7856      ES    -0.02513675
8434      ES     0.02894156
8645      ES    -0.08847446
9307      ES    -0.02086049
10507     ES     0.04626069
10679     ES    -0.02287266
10937     ES     0.01947935
11195     ES     0.01641789
12084     ES    -0.03612516
12571     ES    -0.01219213
13229     ES     0.03168473
13488     ES    -0.06269455
13774     ES    -0.02848235
14930     ES     0.00362516
15393     ES     0.02844621
15655     ES    -0.01455042
15901     ES    -0.00101523
16732     ES     0.03098581
17094     ES    -0.04082858

ESRX
      ticker  signal_return
167     ESRX     0.00766165
1068    ESRX     0.01622422
1348    ESRX     0.01268029
1527    ESRX     0.04675676
2036    ESRX    -0.02072960
2629    ESRX     0.01272833
2825    ESRX     0.02976282
3741    ESRX    -0.06842654
4129    ESRX     0.01363905
5152    ESRX     0.01357575
5346    ESRX     0.06203729
5679    ESRX    -0.03032438
5909    ESRX     0.00615244
6602    ESRX    -0.05730765
7484    ESRX    -0.03750157
8241    ESRX    -0.04499199
8776    ESRX     0.02036876
9631    ESRX    -0.05180120
10456   ESRX     0.13165087
10680   ESRX     0.00773106
11724   ESRX    -0.00589406
12277   ESRX    -0.01666159
12737   ESRX     0.01199147
13314   ESRX     0.00853928
13574   ESRX    -0.00792644
14187   ESRX    -0.13623552
14367   ESRX     0.02678437
15278   ESRX    -0.01205897
15934   ESRX    -0.02633534
16315   ESRX    -0.03391266

ESS
      ticker  signal_return
510      ESS     0.00192732
1230     ESS     0.00899639
1950     ESS     0.03851836
2266     ESS    -0.02886136
2545     ESS    -0.04052271
2876     ESS     0.02677219
3215     ESS    -0.00379841
3563     ESS     0.02451980
3782     ESS     0.00041854
4344     ESS    -0.06793028
4428     ESS     0.00723291
4703     ESS    -0.08219045
5054     ESS     0.03899992
5790     ESS     0.02019119
5992     ESS     0.05273230
6806     ESS     0.00395899
7575     ESS    -0.00630017
8646     ESS    -0.07402477
9019     ESS    -0.06746961
9308     ESS    -0.02090699
10009    ESS     0.00269082
10599    ESS     0.09196631
11958    ESS    -0.05493113
12222    ESS    -0.02226024
13819    ESS     0.02251867
14065    ESS    -0.08480568
14922    ESS     0.01686991
15999    ESS    -0.01184615
16126    ESS     0.01774773
16391    ESS     0.03299169
16591    ESS     0.00494973
16871    ESS     0.02022050

ETFC
      ticker  signal_return
141     ETFC    -0.03967848
839     ETFC    -0.00056322
1129    ETFC     0.02966608
1282    ETFC     0.05884050
1503    ETFC     0.03910914
2079    ETFC     0.03072994
2267    ETFC     0.05338523
2409    ETFC    -0.04011288
4429    ETFC    -0.01304934
4754    ETFC    -0.02856645
5658    ETFC     0.01290878
5875    ETFC    -0.05427360
6371    ETFC     0.01334924
6613    ETFC     0.04150281
6807    ETFC    -0.00141543
7209    ETFC     0.00886470
7555    ETFC     0.01042694
8345    ETFC    -0.08206495
8719    ETFC     0.03265126
9486    ETFC     0.03748309
10278   ETFC     0.11120376
10600   ETFC     0.13956850
11767   ETFC    -0.04739481
12105   ETFC    -0.01695581
12487   ETFC    -0.02267477
13548   ETFC     0.02505123
13731   ETFC    -0.02117032
14368   ETFC     0.14145559
14627   ETFC     0.02759384
15037   ETFC    -0.00875519
15253   ETFC    -0.04399015
17004   ETFC    -0.01913149

ETN
      ticker  signal_return
207      ETN    -0.03683340
681      ETN    -0.00868870
886      ETN     0.00550586
1257     ETN     0.02739529
1700     ETN    -0.12344795
1951     ETN    -0.04944891
3407     ETN     0.01310091
3897     ETN     0.02139942
4526     ETN     0.02584204
4755     ETN    -0.05268681
5479     ETN    -0.03904223
6469     ETN    -0.00897244
7298     ETN     0.01927804
7935     ETN     0.00749854
8200     ETN     0.06314906
8686     ETN     0.05394409
9789     ETN    -0.05130243
10046    ETN    -0.04154550
10364    ETN     0.03940784
10906    ETN     0.03277409
11115    ETN     0.04862183
12488    ETN    -0.07260516
12798    ETN     0.00949202
13119    ETN     0.03305589
14225    ETN    -0.09093501
14424    ETN    -0.02789643
14869    ETN    -0.01843437
15217    ETN    -0.01714530
15464    ETN    -0.00305174
15728    ETN     0.01806888
16084    ETN    -0.01683428
16316    ETN     0.01096140

ETR
      ticker  signal_return
624      ETR    -0.04064925
1086     ETR     0.01872257
2056     ETR     0.00314169
2442     ETR     0.04501130
2606     ETR     0.01175568
2938     ETR    -0.00905211
3125     ETR     0.03025397
3408     ETR    -0.01901461
3967     ETR    -0.01402284
4724     ETR     0.01644282
5029     ETR     0.00655263
5373     ETR    -0.00513833
5730     ETR     0.05351279
6499     ETR     0.01849660
6695     ETR    -0.02121135
7623     ETR     0.00765541
7886     ETR    -0.04255362
8481     ETR    -0.04128000
8889     ETR     0.05473344
10601    ETR     0.01166073
10907    ETR    -0.00094627
11107    ETR     0.03768619
11358    ETR    -0.03906497
12668    ETR    -0.01324031
13649    ETR    -0.10192691
13746    ETR     0.01489389
14100    ETR     0.03656139
14425    ETR    -0.02416420
15565    ETR     0.01912259
16774    ETR     0.01807355

EVHC
      ticker  signal_return
1104    EVHC     0.04688359
1244    EVHC     0.06423827
3323    EVHC     0.03262798
4913    EVHC    -0.05958707
6040    EVHC    -0.07303328
6624    EVHC    -0.03153475
6868    EVHC     0.01430268
7060    EVHC    -0.02772656
8435    EVHC    -0.01847315
9148    EVHC     0.01021685
9396    EVHC    -0.13736263
10457   EVHC     0.01298720
10722   EVHC    -0.08225114
12195   EVHC     0.02233198
13134   EVHC     0.06370405
14146   EVHC    -0.02040887
14752   EVHC    -1.15644356
15967   EVHC     0.03124487
16193   EVHC     0.00564249

EW
      ticker  signal_return
381       EW     0.04921628
747       EW     0.04016851
1610      EW    -0.03644308
2672      EW     0.00369686
2964      EW    -0.05562339
3549      EW    -0.01225323
3938      EW     0.03178907
4158      EW    -0.00317184
4399      EW     0.03018358
4679      EW    -0.07001592
5030      EW     0.05011068
5268      EW     0.02316461
5501      EW     0.02228014
6071      EW    -0.04466681
6808      EW    -0.03074223
7193      EW    -0.00437839
8032      EW     0.05654798
8263      EW    -0.04302580
9521      EW    -0.02499969
9809      EW    -0.00760460
10458     EW    -0.01420158
10698     EW     0.03074266
10955     EW    -0.03487999
11479     EW     0.02740926
12489     EW    -0.08423089
12970     EW     0.04546648
13270     EW    -0.01898142
13632     EW     0.00702403
14101     EW     0.01928287
14491     EW     0.03155872
14673     EW    -0.08077592
15071     EW    -0.03166410
16347     EW     0.01191411
16592     EW     0.01026190
16872     EW    -0.02091928

EXC
      ticker  signal_return
322      EXC     0.00446659
643      EXC    -0.03650809
1069     EXC    -0.03500267
1470     EXC    -0.02155416
1976     EXC     0.04170392
2389     EXC     0.07870272
2583     EXC     0.04176150
2826     EXC    -0.03087438
3145     EXC    -0.03060197
3712     EXC     0.02899648
3939     EXC    -0.02389790
4512     EXC     0.01356638
4725     EXC    -0.02687193
5117     EXC    -0.02860464
5844     EXC    -0.03765852
6415     EXC    -0.01795830
6715     EXC    -0.02841187
7887     EXC    -0.02223000
8287     EXC    -0.02372403
9003     EXC    -0.03605766
9088     EXC    -0.05967340
9845     EXC     0.07014434
10623    EXC     0.03956617
11036    EXC     0.05384445
11359    EXC    -0.01723937
12669    EXC     0.00356898
12929    EXC    -0.03453776
13489    EXC    -0.04106149
13747    EXC     0.00061050
14426    EXC    -0.07618786
14843    EXC     0.03194057
15656    EXC    -0.03308572
16392    EXC     0.00481495
16841    EXC     0.01041105
17095    EXC    -0.02761625

EXPD
      ticker  signal_return
24      EXPD    -0.01259576
656     EXPD    -0.09343289
1808    EXPD     0.01383349
2191    EXPD    -0.01574836
2956    EXPD     0.05052146
3917    EXPD     0.06602042
4643    EXPD     0.00479254
5191    EXPD    -0.01064442
5480    EXPD    -0.02151074
6614    EXPD    -0.01398771
8057    EXPD    -0.01850460
8616    EXPD     0.00768146
9285    EXPD     0.02667871
10047   EXPD     0.01470615
10279   EXPD    -0.02294157
11133   EXPD     0.01384463
11815   EXPD    -0.05197298
13078   EXPD    -0.00390702
13968   EXPD    -0.03323358
14591   EXPD     0.06029585
14844   EXPD    -0.04668059
15566   EXPD    -0.00159419
16435   EXPD     0.01792430
16640   EXPD    -0.04396585

EXPE
      ticker  signal_return
762     EXPE     0.03458534
1028    EXPE     0.01411937
1245    EXPE     0.05579136
1504    EXPE    -0.06341016
1997    EXPE     0.06260583
3388    EXPE     0.03990428
3624    EXPE    -0.04249086
4007    EXPE     0.01071670
4159    EXPE     0.02786256
4308    EXPE    -0.03517010
4872    EXPE    -0.05156834
5374    EXPE     0.00248644
5639    EXPE    -0.01984953
6404    EXPE    -0.19620107
6603    EXPE    -0.04334719
6889    EXPE     0.02745815
7274    EXPE     0.01677270
7471    EXPE     0.00290438
8436    EXPE     0.00172776
9522    EXPE    -0.08494588
10280   EXPE     0.06932889
10577   EXPE     0.05344783
12490   EXPE    -0.08943245
12894   EXPE    -0.04031014
13608   EXPE    -0.09777433
13946   EXPE     0.08593464
14960   EXPE    -0.01374800
15866   EXPE     0.00352734
16270   EXPE     0.03968224
16593   EXPE     0.00983196
16873   EXPE    -0.00752192

EXR
      ticker  signal_return
168      EXR     0.00821804
395      EXR     0.01846334
1010     EXR    -0.01745499
1842     EXR     0.04379002
2232     EXR     0.01134729
2712     EXR     0.04554271
3246     EXR     0.01174947
4194     EXR    -0.01625151
4430     EXR    -0.01643229
4914     EXR     0.03301219
5153     EXR    -0.00603606
5502     EXR     0.00235849
5993     EXR     0.07192385
6890     EXR    -0.01191701
7396     EXR    -0.00768140
8413     EXR     0.05891896
8617     EXR    -0.05664117
9344     EXR     0.01162440
9790     EXR     0.03913260
9996     EXR     0.02788348
10199    EXR    -0.07315480
10768    EXR    -0.09110483
11360    EXR    -0.00918379
12837    EXR    -0.04863124
13089    EXR     0.00567532
13271    EXR    -0.01315728
13549    EXR    -0.04583700
13820    EXR    -0.02872156
14147    EXR    -0.03958025
14568    EXR    -0.04436326
14990    EXR    -0.05591022
16174    EXR    -0.06418217
16463    EXR    -0.03295369

F
      ticker  signal_return
1283       F     0.00898594
1866       F    -0.01854358
3126       F    -0.00120992
3550       F     0.01550419
3742       F    -0.01215219
4386       F     0.02805062
4608       F     0.10970851
6431       F     0.02576830
7299       F     0.00193361
7597       F    -0.00596226
8058       F    -0.00347343
8777       F     0.02188271
9309       F    -0.02275395
10200      F     0.08763566
11843      F    -0.05394894
12491      F    -0.05817848
12895      F    -0.11386520
14245      F    -0.05129329
14795      F    -0.03268774
15968      F     0.03031848
16093      F    -0.03185345
16436      F    -0.00182983
16641      F    -0.05865461

FAST
      ticker  signal_return
169     FAST     0.01289584
789     FAST    -0.10132166
1349    FAST    -0.00568308
1901    FAST    -0.05645559
2300    FAST     0.02639211
2573    FAST    -0.02131940
3699    FAST     0.01620622
4008    FAST     0.00682286
4799    FAST    -0.00905731
5614    FAST    -0.01920618
6372    FAST    -0.01737541
6696    FAST    -0.07333635
8127    FAST    -0.00049822
8720    FAST     0.04519076
9089    FAST    -0.01221679
9550    FAST    -0.02719886
10493   FAST    -0.07881087
10699   FAST     0.02540395
10908   FAST     0.02094317
11196   FAST     0.03277622
12062   FAST    -0.03726592
12324   FAST     0.02953606
12915   FAST    -0.02039280
13490   FAST     0.00320948
13922   FAST    -0.00676361
14427   FAST     0.03176957
14650   FAST     0.03326319
15119   FAST    -0.02225316
15779   FAST     0.00135044
16136   FAST     0.01283228
16642   FAST    -0.03049940

FB
      ticker  signal_return
25        FB     0.09361328
239       FB    -0.02695256
511       FB    -0.03915942
1258      FB    -0.00273798
1843      FB     0.09742142
2127      FB     0.05028632
2336      FB    -0.11663833
3343      FB    -0.00076051
3525      FB    -0.03881451
3797      FB     0.05753458
4370      FB    -0.01409293
4609      FB    -0.07912541
5008      FB    -0.06157772
5876      FB    -0.06728426
6869      FB    -0.01454637
7832      FB    -0.02570302
8104      FB     0.04418149
9345      FB     0.04798224
9615      FB    -0.02325470
10281     FB    -0.00020423
10602     FB    -0.06826648
13431     FB    -0.00843756
14029     FB    -0.08960979
14265     FB     0.01858836
15166     FB     0.01891255
15618     FB     0.01168579
15850     FB     0.01110605
16042     FB    -0.02175616
16232     FB     0.04786252
16919     FB    -0.01952404

FBHS
      ticker  signal_return
170     FBHS    -0.01139945
1105    FBHS    -0.03721682
1381    FBHS     0.01237038
1584    FBHS    -0.03170044
2454    FBHS     0.00931151
2827    FBHS    -0.02527346
3024    FBHS    -0.05775060
3898    FBHS    -0.11714826
4101    FBHS     0.04609111
4321    FBHS    -0.02144669
5430    FBHS     0.01269010
6577    FBHS    -0.06248971
8288    FBHS     0.00635326
8558    FBHS    -0.03998867
9551    FBHS    -0.02008785
9744    FBHS     0.01883710
10282   FBHS     0.02321424
11282   FBHS     0.01192857
11568   FBHS    -0.03299945
12738   FBHS     0.00397813
13027   FBHS     0.00312793
13593   FBHS    -0.03502985
13872   FBHS     0.02564010
14066   FBHS    -0.03899276
15683   FBHS     0.03195268
15902   FBHS    -0.00393314
16100   FBHS     0.01556140
16271   FBHS    -0.00361949

FCX
      ticker  signal_return
26       FCX     0.03000525
512      FCX     0.05738247
1774     FCX     0.01289944
2778     FCX    -0.00265604
3004     FCX    -0.04987343
3503     FCX     0.07224323
3684     FCX    -0.00459022
4345     FCX     0.02779565
4527     FCX     0.02071350
4756     FCX    -0.00434372
5078     FCX     0.02088485
5536     FCX     0.20927370
5741     FCX    -0.11444891
6117     FCX     0.10749727
7194     FCX     0.00220216
7981     FCX     0.11690426
8222     FCX     0.29546421
8482     FCX     0.10697212
8687     FCX    -0.01732086
9236     FCX    -0.08106698
9723     FCX     0.06907801
9896     FCX     0.22705745
10283    FCX     0.35337000
10909    FCX     0.21783313
11240    FCX    -0.09723864
11692    FCX     0.00000000
13575    FCX    -0.10729741
14340    FCX     0.22363971
14606    FCX    -0.03835742
15167    FCX    -0.09225961
15789    FCX     0.01326590
16481    FCX     0.03396060

FDX
      ticker  signal_return
171      FDX    -0.00837909
443      FDX     0.10324302
776      FDX     0.02927395
1350     FDX    -0.01461117
1902     FDX    -0.02555148
3080     FDX     0.01508007
3409     FDX     0.02204458
3625     FDX    -0.00482904
4456     FDX     0.04296634
5055     FDX     0.03870379
5295     FDX     0.01451638
5537     FDX    -0.01237141
6927     FDX    -0.04428092
7576     FDX    -0.01651746
8059     FDX    -0.00900182
8315     FDX    -0.01739700
8721     FDX     0.05931277
9632     FDX     0.01078045
10201    FDX     0.13031956
11241    FDX     0.01433827
11569    FDX     0.00203119
12401    FDX     0.02529979
13249    FDX    -0.00931413
13633    FDX     0.00229806
14318    FDX     0.04417156
14607    FDX     0.03793122
14887    FDX    -0.03653257
16920    FDX     0.03573795

FE
      ticker  signal_return
840       FE    -0.15239287
979       FE     0.08498867
1166      FE     0.01507566
1716      FE     0.01782578
2443      FE     0.03529074
2796      FE    -0.02273944
3191      FE    -0.00931593
4009      FE    -0.07088882
4346      FE     0.00115607
4915      FE     0.03318889
5118      FE    -0.02865797
5680      FE     0.01795191
5932      FE    -0.01956612
6168      FE    -0.01402755
6542      FE     0.05113298
7284      FE    -0.02653718
7728      FE     0.02770427
7982      FE    -0.03945701
8289      FE    -0.06046148
8618      FE    -0.06839764
8971      FE     0.03008227
9633      FE    -0.07242387
9920      FE    -0.05672835
10624     FE     0.00522307
11058     FE     0.03413301
12739     FE     0.01351186
12947     FE    -0.09665742
13775     FE    -0.04723829
15657     FE    -0.03334691
16393     FE     0.02924308
16676     FE    -0.04479138

FFIV
      ticker  signal_return
763     FFIV    -0.03037948
1611    FFIV     0.17621666
2037    FFIV     0.01441546
2828    FFIV    -0.02984147
4180    FFIV     0.03189710
4414    FFIV    -0.05216168
4800    FFIV    -0.07020584
5335    FFIV    -0.00630475
5615    FFIV    -0.00766581
5933    FFIV    -0.03940132
6224    FFIV     0.02067073
7148    FFIV     0.01644894
7397    FFIV    -0.01508181
8368    FFIV    -0.00114116
9510    FFIV     0.03484802
9706    FFIV    -0.01005034
9957    FFIV     0.01648892
10284   FFIV    -0.02101484
10769   FFIV    -0.05890206
11074   FFIV     0.02099351
11318   FFIV    -0.00451381
11816   FFIV    -0.03039170
12025   FFIV     0.02638870
12196   FFIV     0.07128784
13135   FFIV    -0.02138607
14148   FFIV     0.06544944
14492   FFIV     0.00604019
15254   FFIV    -0.04396393
15935   FFIV    -0.03679368
16375   FFIV    -0.02296446

FIS
      ticker  signal_return
625      FIS     0.01120111
925      FIS     0.00633415
1246     FIS     0.04593471
1903     FIS    -0.10554466
2080     FIS     0.02808354
2268     FIS    -0.03832318
3294     FIS    -0.00704329
3526     FIS    -0.00344234
3700     FIS     0.01782896
3940     FIS    -0.01983770
4210     FIS     0.02054808
4801     FIS    -0.02689604
5325     FIS     0.03137447
5616     FIS     0.00007538
5791     FIS    -0.03618711
6373     FIS     0.04842829
6578     FIS    -0.03828929
7247     FIS    -0.03243357
8414     FIS     0.06339892
8647     FIS    -0.03402221
9487     FIS    -0.08169265
9590     FIS    -0.01752812
9846     FIS     0.03679238
10027    FIS    -0.00050088
10770    FIS    -0.05113268
11134    FIS    -0.00207254
11444    FIS    -0.01472096
11693    FIS     0.08485861
11959    FIS     0.00081213
12176    FIS    -0.01131184
12740    FIS     0.02532438
12971    FIS    -0.01382597
14149    FIS    -0.03917399
14608    FIS    -0.05036102
15120    FIS    -0.00555277
15423    FIS     0.03755226
16317    FIS    -0.00850254
16775    FIS    -0.00882514

FISV
      ticker  signal_return
172     FISV    -0.01133157
473     FISV     0.01416970
980     FISV     0.02176672
1382    FISV     0.00546543
2860    FISV    -0.00478273
3783    FISV    -0.02300801
4160    FISV     0.01763329
4309    FISV     0.00153610
5079    FISV     0.03764121
5326    FISV     0.01579054
5877    FISV    -0.02136804
6246    FISV     0.03867007
6470    FISV    -0.00485562
6846    FISV    -0.00326183
7779    FISV     0.01393081
8105    FISV    -0.02358518
8648    FISV    -0.05520845
9252    FISV     0.03411684
9428    FISV     0.00156535
10154   FISV     0.00515292
10910   FISV    -0.01388268
11197   FISV     0.02627312
11445   FISV    -0.03534702
11938   FISV    -0.01713104
12197   FISV    -0.00347532
12670   FISV     0.01469876
13230   FISV    -0.01369348
13491   FISV    -0.00903366
14150   FISV    -0.03103785
14539   FISV    -0.01621683
14942   FISV    -0.00422639
15047   FISV    -0.01070997
15567   FISV     0.04402458
16251   FISV     0.01342302
16776   FISV    -0.01342085

FITB
      ticker  signal_return
226     FITB     0.02349819
841     FITB     0.02808758
1585    FITB    -0.01875348
2301    FITB     0.02798317
2425    FITB    -0.00199661
2750    FITB     0.00629390
2920    FITB     0.01090740
3726    FITB    -0.04754955
4028    FITB    -0.01539463
4873    FITB     0.00494857
5659    FITB    -0.02752016
6072    FITB     0.05372453
6292    FITB    -0.08672097
7128    FITB     0.01806371
7398    FITB    -0.01884309
7675    FITB     0.03280519
8778    FITB     0.02998303
9634    FITB    -0.01128846
9862    FITB    -0.02407435
10365   FITB     0.20281847
10771   FITB    -0.02006756
11610   FITB     0.04197193
12198   FITB    -0.07754152
12572   FITB    -0.10331593
13120   FITB     0.00102145
13365   FITB     0.01036279
14007   FITB     0.01885070
14369   FITB     0.13587070
14845   FITB     0.02344430
15729   FITB    -0.08338161
15969   FITB    -0.02308488

FL
      ticker  signal_return
723       FL     0.02337147
887       FL     0.05892604
1284      FL     0.02952244
2201      FL     0.08468614
2516      FL    -0.05423279
2980      FL    -0.00535421
3247      FL     0.00020070
3551      FL    -0.01693436
4181      FL     0.09468013
4457      FL    -0.04101605
6716      FL     0.05457240
6953      FL    -0.04452322
7447      FL     0.00236128
7833      FL     0.04571207
8106      FL    -0.02081871
8483      FL     0.03277633
9123      FL    -0.06432735
9429      FL    -0.05162338
9676      FL    -0.06022721
10648     FL    -0.02076402
11517     FL    -0.01945063
12014     FL     0.04284719
12366     FL    -0.02884815
13193     FL     0.08463695
14428     FL     0.03160472
14758     FL    -0.00964404
15279     FL    -0.04611892
15812     FL    -0.05904840
16677     FL     0.19377081
16942     FL     0.11291211

FLIR
      ticker  signal_return
444     FLIR    -0.00000000
1444    FLIR     0.09922880
1717    FLIR    -0.09865202
2233    FLIR    -0.00029295
2517    FLIR    -0.04111139
3025    FLIR    -0.04541038
3767    FLIR    -0.02279388
4543    FLIR     0.07952492
4802    FLIR    -0.11253000
6073    FLIR    -0.02818000
6405    FLIR    -0.05336508
7082    FLIR    -0.03814643
8071    FLIR     0.00700587
8559    FLIR    -0.14758104
8779    FLIR     0.03001108
9488    FLIR    -0.02917426
9745    FLIR     0.00973652
10486   FLIR    -0.08188254
10772   FLIR    -0.12487695
10992   FLIR    -0.00534005
11308   FLIR    -0.02919915
12035   FLIR    -0.05029470
12573   FLIR    -0.11456834
12741   FLIR     0.04398679
13901   FLIR     0.01688089
14102   FLIR     0.03435510
14429   FLIR     0.04464240
14674   FLIR     0.00804331
15502   FLIR    -0.08558685
16318   FLIR    -0.01152982
16612   FLIR     0.00591366
16874   FLIR    -0.08743169

FLR
      ticker  signal_return
27       FLR     0.06834734
513      FLR    -0.01776103
888      FLR    -0.00952933
1418     FLR    -0.01359538
1645     FLR    -0.05243213
1904     FLR    -0.08242709
3036     FLR    -0.03173382
4046     FLR    -0.03339574
4400     FLR     0.03359714
4586     FLR     0.04396144
4803     FLR    -0.03238959
5707     FLR    -0.03975153
6118     FLR     0.01812287
7061     FLR    -0.00376525
7624     FLR     0.00089904
7936     FLR     0.02021427
8201     FLR     0.07259422
8780     FLR     0.02497057
9552     FLR    -0.03026479
10366    FLR     0.02287681
11075    FLR     0.05907783
11817    FLR    -0.07341546
12574    FLR    -0.14219016
13594    FLR    -0.05404557
14297    FLR    -0.13626204
14592    FLR     0.03872074
14846    FLR    -0.04342956
15528    FLR    -0.04050355
16009    FLR    -0.00890271
16505    FLR     0.04956880

FLS
      ticker  signal_return
173      FLS    -0.00980359
554      FLS     0.08023416
1247     FLS     0.06966140
2128     FLS     0.00161160
2797     FLS    -0.02720980
4587     FLS     0.08704985
4804     FLS    -0.00342679
5538     FLS     0.07036487
5742     FLS    -0.09862737
6293     FLS    -0.06905542
7598     FLS     0.01589388
7888     FLS     0.06656692
8242     FLS     0.04844797
8781     FLS     0.05603386
10048    FLS    -0.01569536
10285    FLS     0.05925718
11059    FLS     0.05895703
11309    FLS    -0.11049599
11818    FLS    -0.02797978
12240    FLS    -0.01280932
12575    FLS    -0.10624385
13933    FLS     0.00412845
14188    FLS    -0.08228174
14712    FLS    -0.01781063
15636    FLS     0.03391629

FMC
      ticker  signal_return
28       FMC     0.01607706
396      FMC     0.02865526
981      FMC    -0.03096725
1426     FMC    -0.03520018
1646     FMC    -0.05245460
1867     FMC    -0.03204509
2234     FMC     0.02318091
3690     FMC     0.00959170
3941     FMC     0.03538445
4387     FMC     0.06419488
4566     FMC     0.07860449
4757     FMC    -0.08404693
6074     FMC    -0.01377690
6391     FMC     0.03093766
7625     FMC     0.02035923
7857     FMC     0.09228570
8316     FMC     0.00945485
8599     FMC     0.09399865
9058     FMC     0.13064377
9746     FMC    -0.02613451
10286    FMC     0.01352514
11725    FMC     0.10292765
12223    FMC    -0.01152988
14266    FMC     0.05482133
14675    FMC     0.02045927
15141    FMC    -0.00016582
16063    FMC     0.05439238
16875    FMC    -0.00408030

FOX
      ticker  signal_return
293      FOX    -0.01753649
514      FOX    -0.00630085
1167     FOX    -0.03866698
1742     FOX    -0.01725282
2981     FOX    -0.01555424
3248     FOX    -0.02597549
3918     FOX    -0.05998164
4310     FOX    -0.04491733
4874     FOX    -0.06125652
5459     FOX     0.03732095
5845     FOX    -0.04937055
6294     FOX    -0.03701879
6907     FOX    -0.04004067
8509     FOX     0.04429131
8890     FOX    -0.03419292
9430     FOX    -0.01123979
10075    FOX     0.04030866
10287    FOX    -0.01872785
10773    FOX    -0.09627289
11076    FOX    -0.00320456
11446    FOX     0.02442455
11649    FOX     0.00530505
12492    FOX    -0.04850541
13250    FOX     0.04232390
13492    FOX    -0.02249626
14103    FOX     0.03008583
14540    FOX    -0.01594815
14847    FOX    -0.02596625
15168    FOX     0.01234378
16023    FOX    -0.02101937
16464    FOX     0.05734517
16733    FOX    -0.02457309

FOXA
      ticker  signal_return
294     FOXA    -0.01661759
515     FOXA    -0.00698823
1460    FOXA    -0.09287139
1775    FOXA    -0.03054875
2982    FOXA    -0.01171944
3249    FOXA    -0.02015182
3899    FOXA    -0.06874638
4311    FOXA    -0.04304224
5481    FOXA     0.01169286
5846    FOXA    -0.05032341
6199    FOXA    -0.02187633
6392    FOXA    -0.07345445
7329    FOXA    -0.05432408
8510    FOXA     0.06336961
8891    FOXA    -0.02017349
9511    FOXA    -0.01274324
10155   FOXA     0.00868750
10774   FOXA    -0.09164344
11077   FOXA     0.00250582
11447   FOXA     0.04847365
11650   FOXA    -0.00098765
12493   FOXA    -0.03034413
13100   FOXA     0.02013093
13304   FOXA     0.00201816
13493   FOXA    -0.02264574
14104   FOXA     0.03936639
14541   FOXA    -0.01880026
14848   FOXA    -0.00735942
15255   FOXA    -0.02879780
16024   FOXA    -0.02090668
16465   FOXA     0.07288349

FRT
      ticker  signal_return
474      FRT    -0.00900267
777      FRT    -0.00621437
1231     FRT    -0.01256758
1743     FRT     0.03637428
1998     FRT    -0.01484954
2518     FRT    -0.00989890
2713     FRT     0.01893770
2939     FRT    -0.00687346
3168     FRT    -0.01997309
3667     FRT     0.01254518
4182     FRT    -0.00007993
4431     FRT     0.00312804
4992     FRT     0.06451876
5878     FRT     0.04482849
6169     FRT    -0.00263797
6891     FRT    -0.00160729
7248     FRT    -0.00849230
7937     FRT    -0.04892425
8170     FRT     0.00007323
8461     FRT    -0.00642115
8972     FRT    -0.01042879
9210     FRT     0.03974126
9553     FRT    -0.02674526
10112    FRT    -0.01549578
10540    FRT     0.00279070
11198    FRT     0.00778414
12633    FRT     0.03139271
13042    FRT    -0.05748430
13494    FRT    -0.03454571
13748    FRT     0.00528134
14151    FRT     0.04405810
15774    FRT     0.02019032
16571    FRT    -0.00707054
16943    FRT    -0.02802711

FTI
      ticker  signal_return
421      FTI    -0.11458248
657      FTI     0.04836628
869      FTI     0.01918969
2323     FTI    -0.01379854
2558     FTI     0.01159914
2769     FTI    -0.02029106
3410     FTI     0.00967319
3844     FTI    -0.03263693
4322     FTI     0.03079357
4644     FTI     0.07241926
5539     FTI     0.10543030
5743     FTI    -0.10409656
6015     FTI     0.07768032
6247     FTI    -0.01277889
7249     FTI    -0.05884050
8015     FTI     0.06300455
8264     FTI    -0.01364278
8688     FTI    -0.06609931
9967     FTI    -0.00103681
10202    FTI     0.13105777
11530    FTI     0.01484651
11819    FTI    -0.07631545
12367    FTI    -0.02122096
13063    FTI    -0.11207347
13272    FTI    -0.03494268
13714    FTI     0.07630819
14008    FTI    -0.00671758
14370    FTI     0.03488555
14759    FTI    -0.04737283
15016    FTI    -0.07136822
15366    FTI    -0.02100788
16376    FTI    -0.04309755
16777    FTI     0.02900756
17074    FTI     0.01603533

FTV
      ticker  signal_return
14067    FTV    -0.09413328
14430    FTV     0.03339835
15424    FTV     0.01462631
15730    FTV     0.01332116
16117    FTV     0.02156899
16394    FTV    -0.01721981

GD
      ticker  signal_return
117       GD    -0.00626461
1029      GD    -0.00340866
1285      GD     0.01264024
1718      GD    -0.00775705
1999      GD     0.04292746
2248      GD    -0.02009017
2983      GD     0.01297596
3108      GD     0.01945898
3869      GD    -0.06013598
4195      GD     0.00983165
4401      GD    -0.00345912
5009      GD     0.08257723
5327      GD     0.01839882
6771      GD    -0.01097508
7335      GD    -0.01436214
7714      GD     0.01312960
8171      GD     0.01225202
10156     GD     0.06066219
10527     GD    -0.07453928
11820     GD     0.00935655
12576     GD    -0.06737005
13004     GD     0.03247518
13207     GD    -0.00378813
13413     GD    -0.01071976
13679     GD    -0.03233300
14371     GD     0.05087677
14628     GD     0.01905258
15280     GD    -0.00400498
15529     GD     0.01614640
15951     GD    -0.03191061
16319     GD     0.01718740
16710     GD     0.00348318

GE
      ticker  signal_return
555       GE     0.03801571
821       GE     0.00222800
1330      GE    -0.00219861
1719      GE     0.05822274
2738      GE     0.00450790
3005      GE    -0.00970519
3295      GE     0.00037987
3900      GE    -0.00778517
4805      GE    -0.05491261
5249      GE     0.02172370
6625      GE    -0.02818190
7033      GE    -0.06185302
8016      GE    -0.03105956
8317      GE    -0.00155219
8722      GE     0.02736589
9211      GE     0.07780307
9397      GE     0.00202634
9635      GE     0.02443172
10122     GE    -0.10223950
10367     GE     0.01451610
10844     GE    -0.07646634
11242     GE     0.03084996
12063     GE    -0.01956218
12671     GE     0.04351215
13495     GE    -0.00036799
13856     GE     0.00685639
14267     GE    -0.08503512
14593     GE     0.01338026
14870     GE     0.01065582
15394     GE    -0.02781215
16377     GE     0.00724766
16572     GE     0.02943500

GESNER
       ticker  signal_return
82     GESNER     0.04585318
257    GESNER     0.03855077
422    GESNER     0.04872106
724    GESNER     0.04788296
889    GESNER     0.04782969
1117   GESNER     0.05793364
1248   GESNER     0.04637411
1461   GESNER     0.05796772
1701   GESNER     0.05113335
1965   GESNER     0.06749031
2154   GESNER     0.06061278
2355   GESNER     0.06319029
2492   GESNER     0.06177393
2673   GESNER     0.06572371
2861   GESNER     0.04982467
3026   GESNER     0.07215709
3192   GESNER     0.06574744
3411   GESNER     0.07527001
3626   GESNER     0.06860292
3798   GESNER     0.06397875
4029   GESNER     0.07147812
4211   GESNER     0.07201102
4371   GESNER     0.06748019
4544   GESNER     0.06546629
4726   GESNER     0.07647165
5056   GESNER     0.08028250
5310   GESNER     0.06563727
5540   GESNER     0.08111368
5744   GESNER     0.07725689
5971   GESNER     0.07827533
...       ...            ...
11096  GESNER     0.09526755
11328  GESNER     0.08932724
11510  GESNER     0.08446039
11781  GESNER     0.08900560
11960  GESNER     0.09591413
12124  GESNER     0.10030473
12318  GESNER     0.09764673
12577  GESNER     0.09259940
12838  GESNER     0.10811589
13028  GESNER     0.09879144
13194  GESNER     0.09996556
13366  GESNER     0.09917824
13595  GESNER     0.09136928
13749  GESNER     0.09477912
13969  GESNER     0.10084903
14246  GESNER     0.10349620
14542  GESNER     0.09345061
14760  GESNER     0.10112301
14943  GESNER     0.10465264
15048  GESNER     0.10512860
15169  GESNER     0.10112686
15395  GESNER     0.09971125
15658  GESNER     0.10963982
15883  GESNER     0.11093409
16043  GESNER     0.10483069
16156  GESNER     0.09913721
16412  GESNER     0.09877649
16613  GESNER     0.09615602
16876  GESNER     0.09927603
17096  GESNER     0.10221296

[86 rows x 2 columns]

GGP
      ticker  signal_return
516      GGP     0.00851472
1776     GGP    -0.04973675
2057     GGP     0.03297002
2714     GGP     0.01615403
2895     GGP     0.01838837
3169     GGP    -0.02320290
3845     GGP    -0.05585208
4047     GGP    -0.06200594
4183     GGP     0.00490397
4347     GGP    -0.04297776
5080     GGP     0.02367909
5482     GGP     0.02635150
5766     GGP     0.02446497
5994     GGP     0.04100037
6225     GGP    -0.01973855
7210     GGP     0.01663090
7676     GGP    -0.00188573
7858     GGP    -0.00037915
8973     GGP     0.02108756
9460     GGP    -0.07290968
10845    GGP    -0.11201310
11162    GGP     0.00789433
12045    GGP    -0.00487531
12742    GGP     0.02810707
12972    GGP    -0.03274812
13496    GGP    -0.02286015
13750    GGP     0.02465191
14105    GGP     0.02505599
15813    GGP     0.03979764
16348    GGP    -0.03092337
17026    GGP    -0.00250000

GILD
      ticker  signal_return
174     GILD    -0.02968327
475     GILD     0.10159104
1050    GILD     0.01231114
1665    GILD     0.03469285
2444    GILD    -0.00180218
2630    GILD    -0.12096808
3052    GILD     0.00607535
3586    GILD     0.01985090
3919    GILD     0.00397103
4130    GILD     0.10949269
4290    GILD    -0.04297317
5031    GILD    -0.03923878
5910    GILD    -0.13422986
7399    GILD     0.03194697
7549    GILD     0.03878762
7780    GILD    -0.05224468
8782    GILD     0.03153740
10158   GILD     0.08637157
10625   GILD    -0.07472740
11484   GILD     0.03969548
11749   GILD    -0.16970248
11887   GILD     0.03229150
12494   GILD    -0.06936561
12948   GILD    -0.10479602
13402   GILD    -0.02370473
13873   GILD     0.01270665
14268   GILD    -0.05186448
15170   GILD    -0.04017837
15396   GILD    -0.03730242
16643   GILD    -0.00170371

GIS
      ticker  signal_return
258      GIS    -0.01358317
697      GIS    -0.00494316
926      GIS    -0.02157793
1905     GIS    -0.05843800
2269     GIS    -0.00059142
2519     GIS    -0.00212190
2715     GIS     0.00800462
2940     GIS    -0.00112129
3146     GIS    -0.01135128
3968     GIS    -0.05111382
4348     GIS    -0.04834433
4588     GIS    -0.00354269
4927     GIS    -0.03580024
5792     GIS    -0.02574437
6187     GIS    -0.02117857
6954     GIS     0.01280681
8033     GIS    -0.00411957
8415     GIS     0.01075555
9398     GIS    -0.02755844
10288    GIS    -0.00398407
10956    GIS     0.00646393
11135    GIS     0.01334004
11361    GIS     0.01548917
12304    GIS     0.02164947
12648    GIS     0.06711128
13497    GIS     0.00616810
13776    GIS     0.01057858
13990    GIS     0.00309069
15568    GIS    -0.02005750
16073    GIS    -0.00160265
16413    GIS     0.00424930

GLW
      ticker  signal_return
626      GLW     0.07224491
1586     GLW    -0.00383457
2170     GLW     0.00931037
2465     GLW     0.04627073
3469     GLW     0.01903956
3920     GLW    -0.00945516
4622     GLW     0.09598259
5431     GLW     0.00429288
5793     GLW     0.02273332
6282     GLW     0.00484067
6940     GLW     0.00222767
7211     GLW     0.01319529
7938     GLW     0.02310758
8573     GLW     0.11352994
9489     GLW    -0.01023956
10494    GLW    -0.09601048
11078    GLW     0.03019857
11319    GLW     0.02432026
12199    GLW    -0.05089540
12799    GLW     0.01204834
13029    GLW     0.02787174
13208    GLW    -0.01067665
13650    GLW     0.03235702
14609    GLW     0.02812494
15171    GLW     0.01553944
15503    GLW     0.04020955
16320    GLW     0.01874404
16594    GLW     0.00493515
16877    GLW    -0.00948195

GM
      ticker  signal_return
890       GM     0.01060949
1183      GM     0.02020769
1906      GM    -0.02962766
2365      GM    -0.02100679
2631      GM    -0.01253374
3216      GM     0.00213212
3527      GM     0.01763808
4074      GM    -0.04401833
4610      GM     0.07841461
4928      GM    -0.03410362
5955      GM     0.01861185
6432      GM     0.00902102
6786      GM    -0.02850549
7250      GM     0.01176315
7939      GM     0.04493063
8172      GM    -0.04159269
8783      GM     0.02462505
9228      GM     0.03836087
9369      GM     0.00000000
9747      GM    -0.02752850
10159     GM     0.12486298
10817     GM    -0.03421247
11750     GM    -0.06711379
12495     GM    -0.06089432
12896     GM    -0.04050448
13821     GM    -0.02572589
14047     GM    -0.02954061
14473     GM     0.00088145
14651     GM     0.08843143
15218     GM    -0.08558748
16109     GM    -0.00591543
16437     GM    -0.00660465
16644     GM    -0.06015276

GOOG
      ticker  signal_return
3528    GOOG    -0.01313348
3784    GOOG    -0.04997810
4806    GOOG     0.00868793
5757    GOOG    -0.06071605
6471    GOOG     0.02809515
6667    GOOG    -0.02989964
7983    GOOG    -0.07352046
8128    GOOG     0.11264102
9431    GOOG     0.04424860
9791    GOOG     0.00875092
10123   GOOG    -0.10304540
10459   GOOG    -0.04247872
11651   GOOG    -0.09345828
12496   GOOG    -0.05736985
12897   GOOG     0.04225488
13121   GOOG    -0.00873121
13970   GOOG    -0.01475766
14493   GOOG    -0.04614202
15152   GOOG    -0.02217720
15851   GOOG    -0.03477499
16272   GOOG     0.07966103
16614   GOOG     0.02291673
16944   GOOG    -0.02711070

GOOGL
      ticker  signal_return
556    GOOGL     0.01533548
1087   GOOGL     0.01768085
1351   GOOGL     0.03415410
1528   GOOGL     0.01639958
1868   GOOGL     0.01831604
2115   GOOGL     0.00332263
2596   GOOGL    -0.00896768
2798   GOOGL    -0.00670658
3529   GOOGL    -0.01010326
3785   GOOGL    -0.05347797
4807   GOOGL     0.01139412
5745   GOOGL    -0.03699333
6500   GOOGL     0.04237967
6687   GOOGL    -0.03728856
8108   GOOGL     0.14094833
9432   GOOGL     0.05710126
9792   GOOGL    -0.00517424
10124  GOOGL    -0.09837927
11652  GOOGL    -0.09763489
12497  GOOGL    -0.05949078
12898  GOOGL     0.05379189
13651  GOOGL    -0.01589874
13971  GOOGL    -0.01968139
14269  GOOGL    -0.00506266
15103  GOOGL    -0.00859339
15903  GOOGL    -0.02155753
16273  GOOGL     0.08686251
16615  GOOGL     0.02303735
16945  GOOGL    -0.02896468

GPC
      ticker  signal_return
927      GPC     0.00253823
1666     GPC    -0.02817088
1907     GPC    -0.11711114
2101     GPC     0.01191248
3627     GPC    -0.02110836
3969     GPC    -0.03243142
4975     GPC     0.05364708
5203     GPC     0.01417180
5432     GPC     0.01886332
5794     GPC     0.00350197
6119     GPC    -0.00146828
6328     GPC    -0.04285994
7251     GPC    -0.04557861
8060     GPC     0.00011384
8318     GPC    -0.01258166
8723     GPC     0.03798288
9399     GPC     0.04005194
10203    GPC     0.04250702
10899    GPC     0.02401976
11079    GPC     0.03145765
11399    GPC     0.00211640
11653    GPC    -0.03123505
12420    GPC     0.05442188
12764    GPC    -0.04638428
13498    GPC    -0.01666620
13991    GPC     0.04076772
14270    GPC    -0.07334391
15569    GPC    -0.06664000
15790    GPC    -0.00881168
16074    GPC     0.00221631
17097    GPC    -0.03026190

GPN
      ticker  signal_return
276      GPN     0.08280979
591      GPN     0.04114128
822      GPN     0.03746138
1437     GPN     0.07970862
2235     GPN     0.00807198
3504     GPN     0.01627398
4048     GPN    -0.05718765
4680     GPN    -0.05341957
5032     GPN     0.05182764
5269     GPN     0.01510483
5541     GPN    -0.08616959
6171     GPN     0.01236334
6354     GPN     0.02850932
6579     GPN    -0.02368460
7006     GPN     0.03252481
7374     GPN     0.01650856
7577     GPN    -0.00432169
7781     GPN    -0.02642411
8346     GPN    -0.11559474
8370     GPN     0.03723811
8600     GPN    -0.03518061
9237     GPN     0.02335996
9490     GPN     0.01430496
9724     GPN     0.02243480
10160    GPN     0.08779614
10775    GPN    -0.14257356
11417    GPN     0.14248810
11654    GPN    -0.04875116
12167    GPN    -0.05218116
12498    GPN    -0.06247292
12973    GPN    -0.05633464
14226    GPN     0.05280745
15065    GPN    -0.00957066
16321    GPN     0.06253145
16548    GPN     0.05236915
16878    GPN    -0.03220279

GPS
      ticker  signal_return
344      GPS     0.06176065
2192     GPS    -0.04624832
4094     GPS     0.06502290
4241     GPS    -0.03042989
4758     GPS    -0.01273557
5972     GPS    -0.03847978
7300     GPS     0.01897980
7496     GPS     0.00157978
7677     GPS    -0.04227084
8265     GPS     0.02691500
8528     GPS     0.03703587
8784     GPS    -0.00681117
9149     GPS     0.10180639
9708     GPS    -0.05775277
10368    GPS    -0.00652602
10957    GPS     0.06962069
11869    GPS     0.26957032
12036    GPS    -0.03068423
12800    GPS     0.09736975
13273    GPS    -0.11703954
13618    GPS     0.02602959
14106    GPS     0.01507104
14431    GPS    -0.11128738
14961    GPS     0.00721652
16233    GPS     0.01095473
16549    GPS    -0.18614479

GREIGI
       ticker  signal_return
83     GREIGI     0.05306777
277    GREIGI     0.04345629
445    GREIGI     0.04424830
764    GREIGI     0.04781877
982    GREIGI     0.04440763
1143   GREIGI     0.04661194
1286   GREIGI     0.04929949
1483   GREIGI     0.05779698
1744   GREIGI     0.06977252
2038   GREIGI     0.07028639
2217   GREIGI     0.04970425
2380   GREIGI     0.05800232
2520   GREIGI     0.05813556
2687   GREIGI     0.05552227
2877   GREIGI     0.06431363
3037   GREIGI     0.06696925
3193   GREIGI     0.06351537
3412   GREIGI     0.06849432
3628   GREIGI     0.06490452
3799   GREIGI     0.06222707
4030   GREIGI     0.07377617
4196   GREIGI     0.06873829
4372   GREIGI     0.06959850
4545   GREIGI     0.06550663
4727   GREIGI     0.06947642
5033   GREIGI     0.06890481
5270   GREIGI     0.07729100
5483   GREIGI     0.08013607
5716   GREIGI     0.06100452
5956   GREIGI     0.07649471
...       ...            ...
11108  GREIGI     0.09230857
11333  GREIGI     0.09504163
11518  GREIGI     0.09504305
11791  GREIGI     0.08754484
11980  GREIGI     0.09217464
12141  GREIGI     0.09668524
12325  GREIGI     0.09175760
12634  GREIGI     0.09490789
12850  GREIGI     0.08833683
13043  GREIGI     0.09760514
13209  GREIGI     0.09623336
13367  GREIGI     0.09773793
13584  GREIGI     0.09500424
13732  GREIGI     0.09578546
13958  GREIGI     0.09189203
14227  GREIGI     0.08393096
14534  GREIGI     0.10735651
14753  GREIGI     0.09556490
14931  GREIGI     0.09127061
15038  GREIGI     0.09918849
15153  GREIGI     0.10221515
15377  GREIGI     0.10191399
15637  GREIGI     0.10113068
15852  GREIGI     0.09729732
16025  GREIGI     0.09993300
16127  GREIGI     0.09209038
16378  GREIGI     0.09972824
16573  GREIGI     0.10392523
16821  GREIGI     0.10069409
17059  GREIGI     0.09197931

[86 rows x 2 columns]

GRMN
      ticker  signal_return
29      GRMN     0.05456642
312     GRMN     0.03149046
1908    GRMN    -0.07801311
2129    GRMN     0.05312984
2445    GRMN     0.01100995
3296    GRMN     0.01040003
3629    GRMN    -0.08593620
4323    GRMN    -0.02075600
5394    GRMN    -0.05165793
5981    GRMN    -0.02872487
6580    GRMN    -0.00444176
6975    GRMN    -0.00397188
7940    GRMN    -0.05356447
8484    GRMN     0.01771264
8724    GRMN     0.04564128
9311    GRMN    -0.09226398
9671    GRMN     0.00471452
10415   GRMN    -0.01909366
10884   GRMN    -0.00341547
11570   GRMN     0.03619885
12801   GRMN     0.03688673
13005   GRMN     0.06158959
15291   GRMN    -0.06123317
15619   GRMN    -0.04070658
16921   GRMN    -0.02106163

GS
      ticker  signal_return
1287      GS     0.01875462
1484      GS    -0.03500372
1909      GS    -0.02977383
2597      GS    -0.01191162
3389      GS    -0.00841721
3812      GS    -0.03251941
4432      GS     0.01058958
5154      GS    -0.00005264
5660      GS    -0.01116468
6121      GS     0.02380664
6330      GS    -0.09187165
6892      GS    -0.00560778
7019      GS     0.02242610
7426      GS     0.02667897
7626      GS     0.01293569
7816      GS    -0.03908955
8574      GS     0.12376270
9636      GS    -0.03942759
10204     GS     0.11328158
10556     GS     0.01245147
10846     GS    -0.06574169
11611     GS     0.02078796
12326     GS     0.06332371
12875     GS    -0.03203907
13210     GS     0.00794180
13368     GS    -0.01913449
13992     GS     0.01179198
14319     GS     0.15109175
14610     GS     0.13167990
15504     GS     0.01556091
16026     GS    -0.01501008
16194     GS    -0.04325514
16842     GS    -0.06969949

GT
      ticker  signal_return
295       GT    -0.03992634
1383      GT     0.05703939
1558      GT    -0.09040549
2081      GT    -0.00260175
2270      GT     0.00797395
2965      GT    -0.06985685
3813      GT    -0.14937565
4546      GT     0.07746943
4759      GT    -0.00262624
5408      GT     0.05133146
6295      GT    -0.08372559
7212      GT     0.06951026
7400      GT     0.03141954
8619      GT    -0.09030878
8892      GT    -0.06877925
9491      GT    -0.01684291
9772      GT     0.03115698
10205     GT     0.08345324
10776     GT    -0.11567164
11199     GT    -0.00272521
11878     GT     0.03362262
12064     GT    -0.00221484
12346     GT     0.05168910
13006     GT    -0.03397317
13172     GT    -0.01260879
13414     GT     0.08043074
14189     GT    -0.03337119
15465     GT    -0.01865515
15904     GT    -0.01888656
16616     GT     0.04074750

GWW
      ticker  signal_return
30       GWW    -0.00942542
1777     GWW     0.02902926
3147     GWW     0.00555793
3701     GWW     0.01494009
3970     GWW    -0.01855913
4681     GWW    -0.09601556
4947     GWW    -0.05973311
5847     GWW    -0.04912962
6145     GWW     0.00878087
8017     GWW    -0.00524555
8266     GWW    -0.01040408
8785     GWW     0.00661725
9253     GWW    -0.09997886
9709     GWW    -0.01775924
9968     GWW    -0.06854910
10416    GWW     0.01663506
10701    GWW     0.04129771
10912    GWW     0.01690612
11243    GWW     0.03375738
11631    GWW    -0.00225739
12327    GWW     0.00571878
13342    GWW    -0.05539824
13934    GWW     0.03480227
14676    GWW     0.01920121
15121    GWW     0.03640852
16137    GWW     0.14677994
16414    GWW     0.03614804
16617    GWW     0.03882325

HAL
      ticker  signal_return
397      HAL     0.01993032
725      HAL     0.02246868
928      HAL    -0.06574793
1778     HAL    -0.06683736
2039     HAL     0.02422137
2426     HAL     0.04165846
2739     HAL     0.04746001
3170     HAL     0.03921480
3413     HAL     0.03330770
3743     HAL    -0.01570860
4388     HAL     0.01577006
4645     HAL     0.20994466
5503     HAL     0.20932761
6526     HAL    -0.03583615
6986     HAL     0.04204183
7213     HAL    -0.03979800
7803     HAL     0.07405535
8173     HAL    -0.05043493
8689     HAL     0.02461075
10029    HAL    -0.00873877
10417    HAL     0.08634887
11080    HAL     0.01495458
11511    HAL     0.08986470
11870    HAL    -0.04549003
12241    HAL    -0.02480957
13274    HAL    -0.07419007
13556    HAL     0.00389959
13886    HAL     0.02052428
14677    HAL     0.01121392
15219    HAL    -0.03491715
15620    HAL     0.03054980
15830    HAL     0.02346032
16027    HAL    -0.04481568
16210    HAL     0.04705227
16482    HAL    -0.04343741

HAS
      ticker  signal_return
175      HAS    -0.02770722
682      HAS    -0.02300123
1070     HAS    -0.02532259
1419     HAS    -0.02089628
1869     HAS    -0.07262362
2202     HAS    -0.00839268
2546     HAS    -0.05298409
3171     HAS    -0.00038322
3921     HAS     0.00027095
4567     HAS     0.01031964
4961     HAS     0.02729113
5230     HAS    -0.02809223
5542     HAS    -0.05449900
6066     HAS    -0.03016792
6416     HAS     0.03927873
6668     HAS    -0.02647567
6968     HAS     0.03481559
7094     HAS    -0.03430330
7761     HAS     0.01582796
8223     HAS    -0.06154203
8893     HAS    -0.06932999
9921     HAS     0.04281909
11007    HAS    -0.00699170
11418    HAS     0.01523910
11632    HAS     0.03265988
12876    HAS    -0.02119927
13557    HAS    -0.02497436
13935    HAS    -0.07769069
14048    HAS    -0.00890842
14494    HAS    -0.00667360
15367    HAS     0.04731977
15905    HAS     0.00140591
16274    HAS    -0.01370575
16744    HAS     0.04283612
17043    HAS     0.00290223

HBAN
      ticker  signal_return
355     HBAN    -0.09604078
517     HBAN    -0.00904984
1051    HBAN     0.01735401
1215    HBAN     0.02834836
1647    HBAN    -0.06683071
2427    HBAN     0.01880313
3727    HBAN     0.00816331
4433    HBAN    -0.02204743
4929    HBAN    -0.06637507
5661    HBAN    -0.00376313
5911    HBAN    -0.03159669
6615    HBAN    -0.01841673
6787    HBAN    -0.02361599
7448    HBAN    -0.01584540
7817    HBAN    -0.03071764
8290    HBAN     0.00000000
8786    HBAN     0.04224346
9637    HBAN     0.00171527
9864    HBAN    -0.04951076
10206   HBAN     0.15890128
10567   HBAN    -0.04849435
11571   HBAN     0.03669227
12106   HBAN    -0.00289436
12499   HBAN    -0.02749314
13369   HBAN    -0.00914176
13822   HBAN    -0.01090740
14107   HBAN     0.01943606
14432   HBAN     0.07951206
14713   HBAN     0.02351265
15220   HBAN    -0.04523017
15530   HBAN     0.00491057
15970   HBAN    -0.04691364
16645   HBAN    -0.03438963

HBI
      ticker  signal_return
356      HBI    -0.06802655
765      HBI     0.02556261
1052     HBI    -0.01765385
1779     HBI    -0.08868329
1844     HBI     0.00742169
2171     HBI     0.00188122
2395     HBI     0.02299549
2799     HBI     0.04411022
2984     HBI     0.01833385
3172     HBI     0.00726169
3390     HBI     0.12356076
3870     HBI    -0.03812098
4324     HBI     0.00993002
4682     HBI    -0.06216638
5395     HBI    -0.00481542
6501     HBI     0.07812943
6796     HBI     0.03761539
7375     HBI    -0.05024596
8437     HBI     0.01985419
8894     HBI    -0.07362333
9513     HBI    -0.00824878
10724    HBI    -0.08070012
12328    HBI     0.02793044
13275    HBI    -0.05526268
13959    HBI    -0.06179262
14652    HBI     0.02022879
15353    HBI    -0.10925706
16234    HBI    -0.05859416
16531    HBI    -0.08372465
17027    HBI    -0.00307220

HCA
      ticker  signal_return
99       HCA     0.04323160
296      HCA     0.02873126
518      HCA    -0.00507830
1471     HCA     0.05271734
2521     HCA    -0.07924937
2800     HCA    -0.03678357
3194     HCA     0.01926282
3470     HCA    -0.03767357
3744     HCA     0.08287648
4031     HCA     0.02790055
4230     HCA     0.01390803
4389     HCA     0.01933104
4930     HCA    -0.07542903
5662     HCA     0.00633127
5879     HCA    -0.02663219
6910     HCA    -0.02504043
7437     HCA     0.00676717
7890     HCA     0.02449902
8109     HCA    -0.02976028
11037    HCA     0.01077406
11320    HCA     0.02483169
11572    HCA     0.01453407
12578    HCA    -0.05196484
13936    HCA    -0.01228086
14271    HCA    -0.01688431
15354    HCA     0.00985581
15600    HCA     0.01032671
16028    HCA    -0.02506565
16678    HCA    -0.02515474

HCN
      ticker  signal_return
683      HCN    -0.08321977
1018     HCN     0.05808425
1221     HCN     0.02181498
2172     HCN     0.00103341
2584     HCN     0.02838227
2829     HCN     0.03112212
3038     HCN    -0.02750542
4116     HCN     0.03032833
4349     HCN    -0.07253292
5010     HCN     0.03055147
5347     HCN     0.03539229
5694     HCN     0.01484623
5995     HCN     0.04237502
6718     HCN    -0.07217534
7252     HCN     0.00078547
7578     HCN     0.01541624
7834     HCN    -0.02460892
8974     HCN     0.02204562
9346     HCN    -0.06296197
9662     HCN    -0.05345161
10818    HCN    -0.09898935
11362    HCN     0.00689262
11655    HCN    -0.00510929
11879    HCN     0.00827587
12649    HCN     0.00857016
12877    HCN     0.03086980
13558    HCN    -0.03270596
13777    HCN     0.02179961
14152    HCN     0.10121910
15638    HCN    -0.04531039
16044    HCN     0.02780660
16175    HCN    -0.03029487
17060    HCN     0.02768939

HCP
      ticker  signal_return
1071     HCP     0.02253314
1232     HCP    -0.02328265
2014     HCP    -0.03619593
2271     HCP    -0.06173508
2598     HCP     0.01063708
2830     HCP     0.02020037
4184     HCP     0.01958561
4350     HCP    -0.08940494
4492     HCP    -0.00175593
5155     HCP     0.00365069
5348     HCP     0.02812685
5996     HCP     0.02819495
6433     HCP     0.00894334
6719     HCP    -0.05074778
7301     HCP    -0.02135060
7627     HCP    -0.00985492
7859     HCP    -0.02175458
8586     HCP    -0.05396900
9638     HCP    -0.02872677
10777    HCP     0.17405923
11939    HCP    -0.10323256
12802    HCP     0.04720718
13044    HCP     0.01227231
13432    HCP    -0.06405687
13823    HCP    -0.01476243
14108    HCP     0.09310087
15601    HCP    -0.00318980

HD
      ticker  signal_return
929       HD     0.02167869
1445      HD    -0.01554404
1825      HD    -0.00779427
3587      HD    -0.02675413
4095      HD     0.09923967
4264      HD    -0.02412622
5081      HD     0.01591981
5543      HD     0.00859232
5848      HD    -0.00966096
6041      HD    -0.01273062
6309      HD     0.04131992
6616      HD    -0.03132052
6893      HD    -0.02185597
7214      HD    -0.02255666
8389      HD     0.01127928
8602      HD    -0.01149244
9370      HD     0.01672872
9725      HD     0.06309072
10778     HD    -0.10738796
11283     HD     0.02629753
11656     HD    -0.00549754
11961     HD    -0.03064440
12329     HD     0.02503101
12899     HD    -0.00255037
13559     HD    -0.00871155
13960     HD     0.02533010
14228     HD    -0.03692752
14594     HD     0.01654521
14871     HD     0.01236791
15154     HD    -0.01150945
15443     HD     0.03823015
15731     HD     0.01469759
15936     HD    -0.01204019
16275     HD     0.03238835
16532     HD    -0.01823992

HES
      ticker  signal_return
176      HES     0.00929772
476      HES    -0.02447395
1680     HES     0.04250888
2503     HES     0.00431655
2740     HES     0.01591485
3195     HES     0.04031918
3437     HES     0.02625994
3846     HES    -0.01397499
4528     HES     0.06888902
4704     HES     0.08391257
5708     HES    -0.08486412
6527     HES    -0.03754640
7062     HES    -0.00153787
7599     HES    -0.05005014
8018     HES     0.07761333
8243     HES     0.02792951
8511     HES    -0.01438107
8895     HES    -0.10333807
9150     HES    -0.21990582
9254     HES    -0.02328319
10076    HES     0.05124892
10289    HES     0.12928288
11136    HES    -0.00325659
11531    HES     0.09774793
12579    HES    -0.13322259
13007    HES    -0.05870760
13560    HES     0.01495622
14678    HES     0.12119236
15798    HES     0.03265482
16010    HES    -0.04142919
16966    HES     0.10010376

HIG
      ticker  signal_return
142      HIG    -0.03176867
382      HIG     0.02387902
930      HIG     0.00724432
1384     HIG    -0.03050708
1780     HIG    -0.04883376
3297     HIG    -0.00581317
3588     HIG     0.00082316
4255     HIG     0.00487146
4469     HIG    -0.02998199
5082     HIG     0.03445123
5375     HIG     0.02849374
5681     HIG    -0.01046881
6331     HIG    -0.05914159
6809     HIG    -0.00752414
7996     HIG     0.06758885
8416     HIG     0.01693905
9969     HIG     0.00869969
10290    HIG     0.06234029
11137    HIG     0.03278261
12500    HIG    -0.03202873
13045    HIG    -0.00600452
14372    HIG     0.04866517
14775    HIG    -0.00477923
15122    HIG    -0.01962451
15732    HIG     0.00829690
16879    HIG     0.03992271
17098    HIG     0.00304820

HLT
      ticker  signal_return
3611     HLT     0.00876284
3814     HLT    -0.05774378
4808     HLT    -0.06256028
5484     HLT    -0.00613734
6226     HLT     0.00484985
6434     HLT     0.01661288
6688     HLT    -0.01306759
6870     HLT    -0.00340021
7008     HLT    -0.01619067
7729     HLT     0.01834914
7941     HLT    -0.03769967
8291     HLT     0.05158519
8725     HLT     0.00966191
9985     HLT    -0.02368348
10207    HLT     0.08555789
11284    HLT     0.00814484
12382    HLT    -0.03425895
12803    HLT     0.00461895
14495    HLT     0.01994774
14761    HLT     0.05988031
15017    HLT    -0.00865806
16349    HLT     0.02718488
16696    HLT     0.04800677

HOG
      ticker  signal_return
177      HOG     0.00875918
477      HOG    -0.03565522
983      HOG    -0.00255121
1184     HOG    -0.00392305
1529     HOG    -0.05836340
1845     HOG    -0.02454207
2760     HOG     0.01601138
3612     HOG     0.00740196
3815     HOG     0.03691641
4075     HOG    -0.05440571
4611     HOG     0.04921998
4931     HOG    -0.14317294
5156     HOG     0.04027390
5663     HOG    -0.07535276
6797     HOG    -0.01116196
7108     HOG    -0.02551520
7401     HOG     0.01509564
8560     HOG    -0.10681461
9361     HOG    -0.03342475
9948     HOG    -0.00884675
10208    HOG     0.06496872
10568    HOG    -0.00414186
11060    HOG     0.05896270
11419    HOG    -0.07754567
12065    HOG    -0.05203102
12580    HOG    -0.15748149
12691    HOG    -0.10710294
14009    HOG     0.00555906
14373    HOG     0.01970922
14714    HOG    -0.03093919
15906    HOG    -0.03788700
16595    HOG     0.01236004

HOLX
      ticker  signal_return
858     HOLX    -0.02158595
1910    HOLX    -0.05558305
2770    HOLX    -0.17963240
2921    HOLX     0.00000000
3324    HOLX     0.01704699
4267    HOLX    -0.00080906
4513    HOLX    -0.01928265
5104    HOLX     0.03098355
6075    HOLX     0.03017027
6310    HOLX    -0.02835451
6552    HOLX     0.02402612
6894    HOLX    -0.00150444
7169    HOLX     0.00014711
7449    HOLX     0.03094324
7700    HOLX     0.01391699
8034    HOLX    -0.02360107
8417    HOLX     0.02376445
8649    HOLX    -0.10065997
10369   HOLX     0.02381065
10603   HOLX     0.01985101
11612   HOLX    -0.06643457
11853   HOLX    -0.00475201
12851   HOLX     0.04653246
13064   HOLX     0.00051295
13887   HOLX    -0.04807881
14109   HOLX    -0.01518467
14900   HOLX    -0.01567001
15831   HOLX     0.00082914
16075   HOLX    -0.01876668
16235   HOLX     0.04176468
16533   HOLX    -0.06061091

HON
      ticker  signal_return
118      HON    -0.02450462
931      HON     0.00330264
1352     HON     0.01386216
1846     HON     0.03039487
3250     HON    -0.00538573
3786     HON    -0.05574988
4049     HON    -0.06067646
4809     HON    -0.07451420
5271     HON     0.01555836
5485     HON    -0.01405462
5795     HON    -0.02322296
6248     HON    -0.00734397
6502     HON     0.00686362
6895     HON    -0.00867126
7402     HON    -0.01639040
8561     HON    -0.11394813
8787     HON     0.02343178
9554     HON    -0.01177961
9748     HON    -0.01608094
10460    HON    -0.00891993
10885    HON     0.00911094
11285    HON     0.00400624
11573    HON     0.00608222
12278    HON     0.00429849
12743    HON    -0.02755559
13499    HON    -0.03482961
13874    HON    -0.01871291
14796    HON     0.00590477
15378    HON     0.04878221
15733    HON    -0.00220282
16276    HON     0.01027144

HP
      ticker  signal_return
100       HP     0.00115892
313       HP     0.04553345
519       HP     0.02229703
984       HP    -0.01551010
1144      HP     0.01457879
1288      HP     0.01859445
1587      HP     0.00303455
2082      HP     0.09656667
2306      HP     0.03287941
2446      HP     0.00607677
2716      HP    -0.03738579
3471      HP    -0.01094037
4076      HP     0.01201564
4529      HP     0.08108683
4810      HP    -0.03641023
5544      HP     0.14205068
6311      HP    -0.14843114
6987      HP     0.01606788
7215      HP    -0.02469341
7860      HP     0.09453529
8174      HP     0.05321551
8896      HP    -0.03029373
9034      HP     0.04687710
9151      HP    -0.22957444
9591      HP    -0.10136254
10291     HP     0.03098427
11008     HP     0.08520764
11854     HP    -0.11815961
12263     HP    -0.00550884
12421     HP    -0.04011746
12804     HP    -0.08273373
13561     HP    -0.01888319
13733     HP     0.02015219
14611     HP     0.14735397
14888     HP    -0.03948042
16011     HP    -0.03460867
16379     HP     0.05287649
16778     HP     0.00971426

HPE
      ticker  signal_return
10508    HPE    -0.08775515
11081    HPE     0.10341749
11448    HPE    -0.05588046
12242    HPE     0.02507968
12392    HPE    -0.07130903
12852    HPE     0.01588123
13046    HPE     0.04055555
13609    HPE    -0.00132363
14762    HPE    -0.01730973
15292    HPE    -0.08520388
15621    HPE    -0.09120241
16515    HPE    -0.00530787
17075    HPE    -0.00783845

HPQ
      ticker  signal_return
208      HPQ     0.01847081
357      HPQ    -0.14758875
778      HPQ    -0.02777413
1106     HPQ    -0.02285658
1626     HPQ     0.00587525
2139     HPQ    -0.00331785
2410     HPQ     0.06103381
3367     HPQ    -0.03619912
3888     HPQ    -0.00736547
4212     HPQ     0.01555408
4811     HPQ    -0.04180062
5504     HPQ    -0.01362556
5796     HPQ    -0.00629804
6332     HPQ    -0.06509192
6626     HPQ     0.05641168
6947     HPQ    -0.03770504
7497     HPQ    -0.05602861
7891     HPQ     0.01810589
8539     HPQ     0.06824025
8897     HPQ    -0.04304194
9152     HPQ    -0.17606133
9555     HPQ    -0.03532376
9820     HPQ    -0.17957192
10049    HPQ    -0.01722695
10209    HPQ     0.12735036
10819    HPQ    -0.16328034
11244    HPQ     0.04504515
11574    HPQ     0.00944889
12142    HPQ     0.03466813
12880    HPQ     0.00071149
13090    HPQ     0.01319006
13634    HPQ     0.04180883
14496    HPQ    -0.06081874
15639    HPQ    -0.00608894
16064    HPQ     0.01773882
16211    HPQ     0.02312553
16516    HPQ    -0.01041134

HRB
      ticker  signal_return
240      HRB    -0.06609681
807      HRB    -0.04382278
1530     HRB    -0.02519711
2040     HRB     0.03074209
2655     HRB     0.00872099
3350     HRB     0.04370592
4197     HRB    -0.02617084
4589     HRB     0.06940744
4812     HRB    -0.08392998
5433     HRB     0.02991720
6393     HRB    -0.02557684
6757     HRB    -0.04989747
7083     HRB    -0.01019442
7942     HRB    -0.06144156
8267     HRB     0.08622514
9196     HRB    -0.04240422
9451     HRB    -0.00488733
9949     HRB    -0.02479716
10461    HRB    -0.04463090
11061    HRB     0.00707395
11334    HRB     0.08875524
11519    HRB    -0.00208203
11821    HRB     0.05644444
12867    HRB    -0.01997570
13195    HRB    -0.01229020
14523    HRB    -0.07558960
15049    HRB    -0.04648033
15323    HRB     0.01432005
15622    HRB    -0.16591552
15907    HRB    -0.06732701
16483    HRB     0.00515363
16880    HRB     0.09868140

HRL
      ticker  signal_return
178      HRL    -0.04425603
726      HRL    -0.02664987
1088     HRL     0.00088948
1627     HRL    -0.04125508
2155     HRL     0.01212910
2478     HRL    -0.00561390
3006     HRL    -0.03359409
3072     HRL    -0.06195746
3217     HRL    -0.01156317
3472     HRL    -0.01396360
3971     HRL    -0.04493196
4213     HRL     0.02297131
4623     HRL     0.01141543
4976     HRL     0.03370474
6503     HRL     0.04867908
8418     HRL     0.01935975
8650     HRL    -0.00392029
9201     HRL     0.03029208
9347     HRL     0.01778157
9810     HRL     0.11524509
10011    HRL    -0.00956463
10649    HRL     0.08032403
11726    HRL    -0.00362132
12046    HRL     0.03440706
12243    HRL    -0.01835448
13065    HRL    -0.02262418
13276    HRL    -0.00518673
14433    HRL    -0.03057996
14715    HRL    -0.03454218
15425    HRL    -0.06316713
16029    HRL    -0.00729398
16779    HRL    -0.04831573

HRS
      ticker  signal_return
31       HRS     0.01953021
297      HRS    -0.01347502
627      HRS     0.01768809
842      HRS     0.03554854
1185     HRS     0.03433306
1385     HRS    -0.01693718
2116     HRS     0.00995569
2985     HRS     0.02074574
3922     HRS    -0.00847463
4624     HRS     0.07147012
5272     HRS     0.00506761
5849     HRS    -0.06463919
6146     HRS     0.00267778
6406     HRS     0.02425069
6962     HRS     0.02940100
7109     HRS    -0.03300548
8147     HRS    -0.00390530
8438     HRS    -0.00084434
8898     HRS    -0.02366041
9592     HRS     0.00848244
9749     HRS     0.01018191
10082    HRS    -0.00474291
10660    HRS     0.05220858
12244    HRS     0.02730212
12805    HRS     0.01588076
13079    HRS     0.02281382
13343    HRS    -0.02469896
14298    HRS     0.09938010
14763    HRS    -0.01512226
15505    HRS     0.02714354
15908    HRS    -0.00556355
16380    HRS    -0.03887829
16517    HRS    -0.00507967
16881    HRS    -0.03464405

HSIC
      ticker  signal_return
423     HSIC     0.03256017
727     HSIC    -0.00479107
932     HSIC    -0.00690592
1531    HSIC    -0.00350263
1911    HSIC    -0.06651574
2156    HSIC     0.00888969
4032    HSIC    -0.03535743
4760    HSIC    -0.02492855
5231    HSIC     0.00985079
5486    HSIC    -0.01730006
6042    HSIC     0.01994218
7716    HSIC     0.00753751
8110    HSIC     0.00081861
8371    HSIC    -0.02964235
8788    HSIC     0.03560091
9433    HSIC     0.02483577
9750    HSIC    -0.00172596
10125   HSIC    -0.10383866
10418   HSIC    -0.01680029
10871   HSIC     0.05000741
11363   HSIC    -0.01999008
11822   HSIC    -0.01568909
12200   HSIC    -0.00826522
12765   HSIC    -0.01078520
13101   HSIC     0.01317266
13937   HSIC     0.04690153
14229   HSIC    -0.07182708
15221   HSIC     0.02050087
15426   HSIC     0.05131453
16484   HSIC    -0.00580071
16780   HSIC     0.01349577

HST
      ticker  signal_return
790      HST    -0.01107898
1386     HST     0.00410050
2272     HST     0.01973424
2547     HST    -0.00341048
2717     HST     0.02210295
3094     HST     0.02311456
3713     HST     0.00918441
4547     HST     0.00355403
4875     HST    -0.11871631
5083     HST    -0.00656889
5617     HST     0.01180452
5880     HST    -0.01763413
6553     HST     0.05691637
6720     HST    -0.06859832
7318     HST    -0.04425056
8148     HST    -0.03179459
8512     HST    -0.01685137
8789     HST     0.06144508
9065     HST     0.00438542
10050    HST    -0.01638302
10292    HST     0.05292240
11038    HST     0.03895806
12066    HST    -0.06534822
12422    HST     0.00184220
12916    HST    -0.00745203
13136    HST     0.00710191
14110    HST    -0.07072355
14679    HST     0.05613023
15018    HST    -0.05965560
16574    HST    -0.03319573

HSY
      ticker  signal_return
698      HSY    -0.03381891
1667     HSY    -0.00100553
1952     HSY     0.06156536
2140     HSY    -0.01122722
2779     HSY    -0.00218466
3745     HSY     0.02167573
3972     HSY    -0.04622089
4625     HSY    -0.02977993
5157     HSY     0.00156274
5487     HSY     0.01687933
5797     HSY    -0.00773848
6043     HSY     0.01343919
7095     HSY     0.04126332
7804     HSY     0.00134862
8673     HSY    -0.06400089
8899     HSY    -0.06318598
9049     HSY    -0.02004161
9212     HSY    -0.00251652
9639     HSY     0.01838998
10958    HSY     0.00010876
11694    HSY    -0.01814157
12305    HSY     0.00723368
12501    HSY     0.11709097
13680    HSY     0.00073945
14962    HSY     0.01290465
15123    HSY    -0.00502919
15427    HSY     0.01298935
15734    HSY    -0.00100599
16679    HSY     0.05063687

HUM
      ticker  signal_return
32       HUM    -0.03352501
1019     HUM     0.01612380
2173     HUM    -0.02502691
2411     HUM    -0.03940989
2966     HUM     0.03640037
3095     HUM     0.01024672
3505     HUM     0.00289516
3768     HUM    -0.10878008
3973     HUM    -0.02086037
5119     HUM     0.00892636
5618     HUM     0.01136695
5798     HUM    -0.06656814
6200     HUM    -0.01803748
6544     HUM     0.03054543
6798     HUM     0.06566401
7538     HUM    -0.01020799
8900     HUM    -0.05443369
9400     HUM    -0.08105318
10495    HUM    -0.03287735
10779    HUM    -0.09631746
11009    HUM     0.00376957
11998    HUM    -0.04964850
12245    HUM     0.00274204
12744    HUM    -0.10722410
14374    HUM     0.11145481
14680    HUM    -0.03542057
15735    HUM     0.02350767
16395    HUM     0.04410698
16882    HUM    -0.01108246

HUMILI
       ticker  signal_return
33     HUMILI     0.04366849
241    HUMILI     0.05286377
424    HUMILI     0.03744025
748    HUMILI     0.05123951
933    HUMILI     0.05001882
1130   HUMILI     0.06092905
1353   HUMILI     0.06097924
1532   HUMILI     0.05264385
1781   HUMILI     0.05580057
2015   HUMILI     0.05970852
2203   HUMILI     0.05697800
2366   HUMILI     0.06002334
2522   HUMILI     0.06351009
2688   HUMILI     0.05932614
2896   HUMILI     0.06339810
3053   HUMILI     0.06716902
3218   HUMILI     0.05957495
3438   HUMILI     0.05566190
3656   HUMILI     0.06060860
3816   HUMILI     0.06181037
4050   HUMILI     0.06549365
4214   HUMILI     0.06629716
4373   HUMILI     0.06691875
4548   HUMILI     0.07631168
4761   HUMILI     0.07074608
5034   HUMILI     0.07749555
5296   HUMILI     0.07648360
5505   HUMILI     0.07392950
5731   HUMILI     0.07318193
5964   HUMILI     0.07476014
...       ...            ...
10938  HUMILI     0.09700110
11116  HUMILI     0.09322840
11340  HUMILI     0.08618050
11532  HUMILI     0.09531655
11823  HUMILI     0.09694501
11999  HUMILI     0.09499981
12153  HUMILI     0.10368031
12347  HUMILI     0.09072701
12650  HUMILI     0.10091606
12868  HUMILI     0.10001391
13080  HUMILI     0.10063909
13243  HUMILI     0.10919239
13403  HUMILI     0.09707100
13610  HUMILI     0.09535773
13778  HUMILI     0.10450624
14010  HUMILI     0.09583916
14299  HUMILI     0.09490448
14569  HUMILI     0.10512831
14797  HUMILI     0.10818031
14965  HUMILI     0.10644908
15072  HUMILI     0.09276774
15256  HUMILI     0.11280848
15444  HUMILI     0.09615747
15700  HUMILI     0.09088628
15909  HUMILI     0.11866421
16065  HUMILI     0.10265311
16195  HUMILI     0.09638874
16466  HUMILI     0.09638447
16680  HUMILI     0.11005181
16946  HUMILI     0.09441541

[85 rows x 2 columns]

IBM
      ticker  signal_return
358      IBM     0.02120580
1446     IBM     0.00090592
2466     IBM    -0.00901301
2620     IBM    -0.03319335
3351     IBM     0.00843050
4876     IBM     0.12553011
5732     IBM    -0.03248252
6555     IBM    -0.01667372
7096     IBM     0.04593169
8268     IBM     0.01539700
8540     IBM     0.04125992
8901     IBM    -0.02587004
9461     IBM     0.00812914
9694     IBM    -0.03993164
10370    IBM     0.07531839
11082    IBM     0.05874672
11364    IBM     0.00200696
12143    IBM    -0.00045930
12423    IBM    -0.00574547
12806    IBM     0.03183625
13173    IBM    -0.03042201
13972    IBM    -0.01364062
14638    IBM     0.00593905
14901    IBM    -0.01255697
15142    IBM     0.03043224
15445    IBM     0.00402145
16118    IBM     0.06522411
16415    IBM     0.03749151

ICE
      ticker  signal_return
338      ICE     0.02332512
843      ICE     0.06268507
1186     ICE     0.03126498
1387     ICE     0.00419362
2467     ICE     0.04113874
2967     ICE    -0.02331426
3668     ICE    -0.07074260
4470     ICE    -0.03915531
5158     ICE     0.06626539
5545     ICE    -0.02804572
6147     ICE    -0.00024307
6407     ICE     0.02461583
6627     ICE    -0.04386199
7350     ICE    -0.02668627
7718     ICE    -0.05763795
8674     ICE    -0.08340833
9401     ICE     0.06216022
10650    ICE    -0.11521553
10725    ICE    -0.04357699
11888    ICE     0.01142430
12107    ICE    -0.02192390
13091    ICE     0.01251044
13404    ICE    -0.00704015
14230    ICE    -0.05347681
14375    ICE    -0.05392190
14798    ICE    -0.02721103
15379    ICE    -0.03740025
15937    ICE    -0.02500542
16646    ICE    -0.03834605
16947    ICE     0.05164645

IDXX
      ticker  signal_return
298     IDXX     0.02347164
699     IDXX     0.00991254
1681    IDXX    -0.04033420
1953    IDXX     0.08323216
2141    IDXX     0.00268775
2337    IDXX    -0.04670297
2907    IDXX    -0.01684888
3512    IDXX    -0.00059550
3974    IDXX    -0.02240145
4215    IDXX    -0.02565070
4493    IDXX    -0.01466776
5035    IDXX     0.07108142
5273    IDXX     0.01624189
6093    IDXX     0.03851164
7171    IDXX    -0.23109953
7195    IDXX     0.01410014
8269    IDXX     0.06546192
8651    IDXX    -0.09585699
9492    IDXX    -0.01182763
10993   IDXX     0.02045705
11449   IDXX     0.00452546
11792   IDXX     0.07040927
12026   IDXX    -0.01011200
12672   IDXX     0.00676150
13081   IDXX     0.04668314
13370   IDXX    -0.04052353
13875   IDXX    -0.04287636
14111   IDXX    -0.02261659
14570   IDXX    -0.02407698
15305   IDXX     0.14628387
15701   IDXX     0.04234974
15910   IDXX     0.00674451
16212   IDXX     0.02016706

IFF
      ticker  signal_return
823      IFF     0.01726645
2083     IFF     0.03504563
2862     IFF    -0.01287177
3325     IFF     0.02381412
3630     IFF    -0.01087175
4033     IFF    -0.05160937
4590     IFF     0.02681239
4877     IFF    -0.03627838
5546     IFF    -0.01093233
6148     IFF     0.00794781
6472     IFF     0.06051698
7253     IFF    -0.00261097
7658     IFF    -0.02850061
8902     IFF    -0.01150761
9066     IFF    -0.02080732
9524     IFF    -0.03784307
9751     IFF     0.01437171
10847    IFF    -0.03548586
11695    IFF    -0.02416936
11962    IFF     0.01579663
12154    IFF    -0.01558392
12807    IFF     0.02417195
13102    IFF     0.00323577
13635    IFF    -0.01373719
13923    IFF    -0.00539085
14341    IFF     0.04643691
15938    IFF     0.03098095
16277    IFF    -0.00472024

ILMN
      ticker  signal_return
34      ILMN    -0.04421350
359     ILMN    -0.17517337
628     ILMN     0.05813271
1030    ILMN     0.00403837
1207    ILMN     0.05799143
1427    ILMN     0.03165527
1628    ILMN     0.18818860
2000    ILMN     0.12914799
3251    ILMN     0.05114093
3564    ILMN    -0.03883096
4813    ILMN    -0.20594875
4993    ILMN     0.00835157
6267    ILMN    -0.04778165
7498    ILMN     0.02723548
7678    ILMN     0.02365238
8131    ILMN    -0.05118770
8726    ILMN     0.02516047
9124    ILMN     0.17220993
10108   ILMN    -0.13150774
10604   ILMN     0.10799319
11657   ILMN    -0.27044714
12808   ILMN     0.00742255
13008   ILMN     0.02272894
13211   ILMN    -0.01710438
13902   ILMN     0.00584481
14558   ILMN     0.03041152
14799   ILMN    -0.04643806
15073   ILMN    -0.02434882
15736   ILMN    -0.01702804
16030   ILMN    -0.00447923
16128   ILMN     0.05323986
16416   ILMN    -0.03685747

INCY
      ticker  signal_return
299     INCY    -0.07283955
891     INCY     0.06095116
1354    INCY     0.01200402
1533    INCY     0.18098099
2058    INCY    -0.04334952
2479    INCY    -0.00501158
2632    INCY     0.03717740
3769    INCY    -0.04779213
5057    INCY     0.21102728
5297    INCY     0.02885082
5682    INCY    -0.01836113
6268    INCY    -0.09000781
6628    INCY     0.04976264
6871    INCY    -0.08926135
7043    INCY     0.01540709
8132    INCY    -0.10748169
8903    INCY    -0.21005633
9011    INCY     0.05392206
10434   INCY     0.16100425
10605   INCY     0.03450687
12155   INCY    -0.05495487
13047   INCY    -0.10707404
13694   INCY    -0.03527144
14376   INCY     0.02531781
15066   INCY    -0.00190014
15659   INCY     0.12875666
15867   INCY    -0.07662209
16518   INCY    -0.13214024

INFO
      ticker  signal_return
4549    INFO     0.11989319
5695    INFO     0.00714423
8562    INFO     0.01080702
9273    INFO     0.01488861
10496   INFO    -0.05087350
11310   INFO     0.02388437
11633   INFO    -0.01789566
12330   INFO     0.07446035
12839   INFO    -0.04215021
13329   INFO     0.01313516
14497   INFO    -0.01840630
15110   INFO     0.02880117
15531   INFO     0.00543077
16034   INFO     0.02456892
16176   INFO     0.02387412
16681   INFO     0.06473687
17076   INFO    -0.06843452

INTC
      ticker  signal_return
592     INTC     0.00495971
892     INTC    -0.02886798
1420    INTC    -0.00663676
1629    INTC    -0.07152882
2574    INTC     0.02357452
3148    INTC     0.08923560
3473    INTC     0.02711255
3714    INTC     0.08343242
4216    INTC    -0.00427656
4374    INTC    -0.01770463
4814    INTC    -0.03902784
5409    INTC     0.04673494
6333    INTC    -0.04629162
6758    INTC     0.02912672
6928    INTC    -0.04417535
7485    INTC    -0.05231350
7943    INTC     0.02465148
8244    INTC    -0.01417483
8790    INTC    -0.07119927
9202    INTC     0.07966445
9348    INTC     0.01536219
10293   INTC     0.06202911
10830   INTC    -0.04806457
11400   INTC    -0.01789067
12424   INTC     0.03015604
12766   INTC     0.00897646
13371   INTC    -0.00224341
13596   INTC     0.00212145
14231   INTC    -0.01886808
15172   INTC    -0.02724746
16322   INTC    -0.00631212

INTU
      ticker  signal_return
425     INTU     0.04933379
728     INTU     0.01292672
893     INTU     0.00791813
1118    INTU     0.01058636
1289    INTU    -0.00013192
1505    INTU    -0.01704243
2059    INTU    -0.11350284
2324    INTU    -0.03415328
3631    INTU    -0.00143843
4131    INTU    -0.00532409
4612    INTU    -0.09383622
5274    INTU     0.03056935
6581    INTU     0.00710867
6810    INTU    -0.01163922
7151    INTU    -0.01364684
7338    INTU     0.03828447
8791    INTU     0.04759800
9793    INTU    -0.04326765
10462   INTU    -0.00353790
10959   INTU    -0.02069840
11286   INTU     0.02850848
12108   INTU     0.00111763
12651   INTU     0.06553621
13562   INTU    -0.03145871
14272   INTU    -0.07478415
14543   INTU    -0.00475646
14849   INTU    -0.00647969
15173   INTU    -0.01075234
15640   INTU     0.03308376
16550   INTU     0.08112554
16843   INTU    -0.00320479

IP
      ticker  signal_return
259       IP     0.01217752
1238      IP     0.02416716
3149      IP     0.00940356
3391      IP     0.04385250
4670      IP     0.01292286
5192      IP     0.05153672
6447      IP     0.02226867
7110      IP     0.03034929
7679      IP     0.02127313
7892      IP     0.03000960
8792      IP     0.06070926
9067      IP     0.03781645
10052     IP    -0.03182512
10294     IP    -0.00439924
10557     IP    -0.05319449
11039     IP     0.07442489
11696     IP    -0.01739174
12840     IP     0.03005904
13159     IP     0.00440429
13315     IP    -0.01415216
14153     IP    -0.02477906
14716     IP     0.07494070
15174     IP    -0.06982378
16381     IP    -0.04411248
17028     IP     0.02933496

IPG
      ticker  signal_return
209      IPG    -0.03960914
644      IPG    -0.09884583
1438     IPG     0.00962907
1912     IPG    -0.02279125
3067     IPG     0.07584797
3326     IPG    -0.00408372
3817     IPG    -0.00556259
4458     IPG     0.01838884
4671     IPG     0.02733655
5376     IPG     0.03886061
5957     IPG    -0.02774576
6504     IPG     0.02326631
7600     IPG    -0.00098912
7944     IPG    -0.04153378
8439     IPG    -0.00706717
8904     IPG    -0.04342382
9371     IPG     0.05726072
10295    IPG     0.00090293
10781    IPG    -0.05183502
11365    IPG     0.01147409
11575    IPG    -0.00427169
12279    IPG     0.01189270
12425    IPG    -0.03600637
12581    IPG    -0.07900547
13664    IPG    -0.03317202
14544    IPG    -0.00050628
16236    IPG    -0.04884976
16396    IPG    -0.03665550
16922    IPG    -0.03224786

IR
      ticker  signal_return
179       IR     0.00092095
557       IR     0.01635078
1072      IR     0.01954282
1249      IR     0.06384612
1588      IR    -0.06410233
2493      IR     0.00522006
2656      IR    -0.07301737
3252      IR     0.04950651
3474      IR    -0.02612355
3818      IR    -0.08878885
4568      IR     0.00052070
4878      IR    -0.11635086
5159      IR    -0.00047919
5912      IR    -0.03215407
6334      IR     0.01924140
6582      IR    -0.02874820
7063      IR    -0.02250899
7403      IR    -0.02015037
8319      IR     0.09115217
8793      IR     0.08937422
9153      IR    -0.06843029
10053     IR    -0.03602144
10296     IR     0.02620921
10960     IR     0.02172301
11138     IR     0.04148175
11366     IR    -0.01003894
11576     IR     0.04220427
12502     IR    -0.04676580
12809     IR     0.01820789
13857     IR    -0.04414120
14320     IR     0.06022529
14800     IR    -0.01641606
15175     IR     0.00326142
16278     IR     0.06004453
17099     IR    -0.01034135

IRM
      ticker  signal_return
227      IRM    -0.11218175
985      IRM    -0.07326638
1403     IRM    -0.08716018
1870     IRM    -0.05881886
3014     IRM     0.04410060
3150     IRM    -0.00450596
3543     IRM    -0.01125504
4217     IRM     0.00165792
4601     IRM     0.00062716
5250     IRM    -0.01030256
5586     IRM    -0.04962750
5799     IRM    -0.02820635
7254     IRM    -0.05883222
7601     IRM    -0.00931572
7945     IRM    -0.01341873
8419     IRM     0.01312487
8905     IRM    -0.02995944
9213     IRM    -0.00094652
9888     IRM    -0.00036370
10371    IRM     0.01375538
10872    IRM     0.04574176
11040    IRM     0.07708367
11287    IRM    -0.00183206
11658    IRM     0.05186867
11923    IRM    -0.04880332
12361    IRM     0.02535022
12673    IRM     0.00025104
12974    IRM    -0.11496882
13576    IRM    -0.07591060
13779    IRM     0.03566671
14154    IRM     0.04049136
15143    IRM     0.05361183
15428    IRM    -0.00351684
16967    IRM    -0.02657828

ISRG
      ticker  signal_return
323     ISRG    -0.10057544
426     ISRG    -0.06713100
1259    ISRG    -0.06546349
1589    ISRG    -0.02780169
2548    ISRG    -0.16842345
2771    ISRG     0.05774221
2957    ISRG    -0.03428557
3847    ISRG    -0.02901111
4688    ISRG    -0.00265484
5232    ISRG     0.00952882
5850    ISRG    -0.02314341
7034    ISRG    -0.04717747
8019    ISRG    -0.03999672
8270    ISRG    -0.03480623
9154    ISRG     0.00577705
9997    ISRG     0.02836171
11139   ISRG     0.00638837
11367   ISRG     0.03653404
11727   ISRG    -0.04670177
12426   ISRG     0.02614762
12900   ISRG    -0.02203169
13681   ISRG    -0.01382765
14112   ISRG     0.02165316
14434   ISRG    -0.03249436
15222   ISRG     0.00380703
15466   ISRG     0.03633749
15737   ISRG     0.00750125
16012   ISRG     0.01195986
16213   ISRG     0.04553638
16506   ISRG     0.02300101
16711   ISRG     0.03559063
16968   ISRG     0.02256536

IT
      ticker  signal_return
593       IT    -0.03882851
894       IT     0.05209593
1187      IT     0.03327971
1388      IT     0.00071906
1977      IT    -0.06247673
2307      IT     0.00937162
2878      IT    -0.07128774
4185      IT     0.01746652
4351      IT    -0.01540331
5011      IT     0.09114628
5311      IT    -0.01328572
5800      IT    -0.06255727
6394      IT    -0.06370801
7404      IT    -0.00638106
7835      IT    -0.04348262
8485      IT     0.02567081
8906      IT    -0.03758911
9827      IT    -0.02503425
10463     IT    -0.01381939
11420     IT    -0.02412758
11905     IT     0.03073344
12070     IT     0.03049047
13231     IT    -0.00261324
13500     IT    -0.01533069
13715     IT    -0.00226757
14068     IT    -0.12622689
14273     IT     0.10584955
14850     IT    -0.01575290
15853     IT     0.02893090
16237     IT    -0.00035417
16781     IT     0.00701639

ITW
      ticker  signal_return
180      ITW    -0.00262269
1188     ITW     0.01699967
1389     ITW    -0.00275697
1913     ITW    -0.04008194
2559     ITW     0.00240240
2986     ITW    -0.00517570
3298     ITW     0.01000739
3923     ITW    -0.01756930
4198     ITW    -0.00958132
4815     ITW    -0.08525632
5084     ITW     0.03456918
5336     ITW     0.00563561
5619     ITW    -0.03779198
6505     ITW     0.01314345
7111     ITW    -0.00380550
7659     ITW    -0.01277321
8271     ITW    -0.00011163
8794     ITW     0.04144802
9434     ITW     0.02216127
9865     ITW    -0.02060159
10211    ITW     0.06942552
10886    ITW     0.02177736
11062    ITW     0.03607525
11311    ITW     0.00590015
11533    ITW     0.00991429
12177    ITW    -0.01434799
12582    ITW    -0.11403331
12767    ITW     0.05183897
12975    ITW     0.01863461
13174    ITW     0.00436462
13415    ITW    -0.03324127
14011    ITW    -0.00246870
14435    ITW     0.02024003
14801    ITW    -0.02557239
15223    ITW    -0.01134198
15546    ITW     0.03076701
15911    ITW    -0.02133932
16279    ITW    -0.00157537
16883    ITW     0.03341076
17100    ITW    -0.03235333

IVZ
      ticker  signal_return
383      IVZ    -0.03815996
1089     IVZ     0.00347022
1390     IVZ     0.00769446
1914     IVZ    -0.07474612
2523     IVZ    -0.07257069
3253     IVZ    -0.01228976
3632     IVZ    -0.01590439
4132     IVZ     0.03936878
4816     IVZ    -0.02824595
5997     IVZ     0.02448436
6811     IVZ    -0.03367653
7893     IVZ     0.04267243
8727     IVZ     0.08698605
9155     IVZ    -0.05382889
10419    IVZ     0.02537778
10782    IVZ    -0.03155127
11697    IVZ    -0.05363042
12331    IVZ     0.18799055
13251    IVZ     0.03035977
13824    IVZ    -0.07196883
14155    IVZ    -0.07258444
14498    IVZ    -0.03274812
14802    IVZ    -0.04021112
15281    IVZ    -0.07599417
15602    IVZ    -0.03655760
16948    IVZ     0.05995394

JBHT
      ticker  signal_return
375     JBHT    -0.05493623
1590    JBHT    -0.05820580
2130    JBHT    -0.01790098
2428    JBHT    -0.05001042
2751    JBHT     0.00235356
3054    JBHT    -0.01100548
3746    JBHT     0.00369169
4569    JBHT    -0.02121663
4879    JBHT    -0.09339582
5012    JBHT     0.04495068
5801    JBHT    -0.03044210
6122    JBHT    -0.02194841
6604    JBHT    -0.01502905
6812    JBHT    -0.04541940
7046    JBHT    -0.02973416
7984    JBHT    -0.03011806
8541    JBHT     0.05341758
8907    JBHT    -0.02523752
9835    JBHT    -0.07666235
10054   JBHT    -0.02018571
10297   JBHT     0.01020863
11063   JBHT     0.08819680
11659   JBHT    -0.04512925
12583   JBHT    -0.10364297
14321   JBHT     0.10394339
14612   JBHT     0.08020826
15959   JBHT     0.02760828
16551   JBHT     0.02499546

JCI
      ticker  signal_return
558      JCI     0.02068170
934      JCI     0.01425955
1290     JCI     0.03446449
2102     JCI     0.02566356
2273     JCI    -0.01181800
3096     JCI     0.02108205
3377     JCI     0.00505662
4705     JCI     0.03554649
5913     JCI    -0.00860123
6335     JCI    -0.05668184
7172     JCI     0.00676610
7366     JCI    -0.04310364
7946     JCI     0.00575616
8272     JCI    -0.02888766
8908     JCI    -0.04987652
9156     JCI    -0.07270183
9970     JCI     0.00804211
10298    JCI    -0.01571666
10975    JCI     0.02427236
11163    JCI    -0.00771354
11613    JCI     0.06761377
12027    JCI     0.05771064
12178    JCI    -0.00440376
12427    JCI    -0.02767066
12917    JCI     0.00555208
13433    JCI    -0.10695233
13938    JCI    -0.01188585
14342    JCI     0.02937760
14613    JCI    -0.04392371
16280    JCI    -0.02095920

JEC
      ticker  signal_return
791      JEC     0.03511933
1612     JEC    -0.02566060
2850     JEC     0.02160906
3015     JEC    -0.00494371
3924     JEC     0.03201360
4591     JEC     0.04692397
5683     JEC     0.03188512
6149     JEC     0.01200119
6911     JEC    -0.00022244
7021     JEC     0.02708096
7947     JEC    -0.01586366
8563     JEC    -0.15332890
8909     JEC    -0.04622296
9773     JEC     0.04259861
10509    JEC    -0.05913840
11200    JEC     0.02723315
11824    JEC     0.10787127
12179    JEC     0.00294378
12428    JEC    -0.03546131
13009    JEC     0.00275002
14377    JEC     0.11642636
14629    JEC    -0.00969783
15971    JEC    -0.00256410
16647    JEC    -0.02859516

JNJ
      ticker  signal_return
360      JNJ    -0.07589189
729      JNJ     0.00449920
1011     JNJ    -0.00614604
1826     JNJ    -0.03883126
2447     JNJ     0.02562528
2752     JNJ     0.00000000
3151     JNJ     0.01049081
3475     JNJ     0.01133478
4471     JNJ    -0.01795858
4916     JNJ    -0.07714428
5204     JNJ    -0.00055152
6150     JNJ     0.02319603
6473     JNJ    -0.04747072
7438     JNJ    -0.02653209
8795     JNJ     0.04549401
9402     JNJ     0.02774378
9752     JNJ    -0.01118897
9929     JNJ    -0.01698430
10372    JNJ     0.01809260
10913    JNJ     0.01881941
11140    JNJ     0.00481616
11368    JNJ     0.00420591
11660    JNJ     0.01627361
11963    JNJ    -0.01034058
12201    JNJ     0.01860479
12635    JNJ     0.03955248
12881    JNJ    -0.00319872
13716    JNJ    -0.00840662
13973    JNJ     0.00060672
14681    JNJ    -0.03261591
15547    JNJ     0.05372144
15832    JNJ    -0.00039706
16844    JNJ     0.03463682
17101    JNJ    -0.01545185

JNPR
      ticker  signal_return
658     JNPR    -0.00482963
1189    JNPR     0.00460406
1428    JNPR     0.13060181
1682    JNPR     0.01337174
2633    JNPR     0.01500129
2831    JNPR    -0.03073383
3747    JNPR     0.00462672
4646    JNPR     0.12513239
5851    JNPR    -0.02659611
6474    JNPR     0.01510730
7173    JNPR     0.03162914
7405    JNPR     0.01662489
9238    JNPR     0.01283368
9435    JNPR     0.00696205
10077   JNPR     0.01739818
10299   JNPR    -0.00114921
10606   JNPR     0.03442369
11906   JNPR    -0.00134198
12584   JNPR    -0.08394642
12949   JNPR    -0.03682956
13825   JNPR    -0.07913732
14113   JNPR    -0.03383562
14653   JNPR     0.06610097
16350   JNPR     0.04610334

JPM
      ticker  signal_return
986      JPM     0.03773358
1391     JPM     0.01726609
1648     JPM    -0.06045654
1915     JPM    -0.07414743
2429     JPM     0.01537170
2908     JPM     0.00721891
3728     JPM     0.00632968
4494     JPM    -0.03450906
5251     JPM    -0.01673267
5664     JPM    -0.01235673
6123     JPM     0.02027096
6336     JPM    -0.09283294
7047     JPM    -0.00445152
7285     JPM     0.02592794
7450     JPM    -0.00463691
7628     JPM     0.00974177
7818     JPM    -0.02538041
8175     JPM    -0.00750364
8796     JPM     0.03357630
9616     JPM     0.01819588
10212    JPM     0.12824596
10848    JPM    -0.08086856
11577    JPM     0.03685882
12125    JPM    -0.01182174
12503    JPM    -0.05162911
13122    JPM    -0.00665862
13344    JPM    -0.00629310
13826    JPM     0.00970310
14114    JPM     0.05788946
14436    JPM     0.02804403
14717    JPM     0.05019231
14944    JPM     0.00064213
15506    JPM     0.04412159
16648    JPM     0.01446269

JWN
      ticker  signal_return
700      JWN     0.02770896
895      JWN    -0.00585491
1745     JWN     0.00611415
2325     JWN     0.00144104
2560     JWN    -0.03469850
3039     JWN    -0.02884991
4142     JWN    -0.06637246
4325     JWN    -0.01660740
4977     JWN     0.00556872
5337     JWN     0.02412421
5802     JWN    -0.00310078
6583     JWN    -0.00627736
6896     JWN    -0.02496901
7084     JWN     0.00432702
7406     JWN     0.01558545
8149     JWN    -0.03033469
8910     JWN    -0.03656567
9436     JWN    -0.01238643
9663     JWN     0.09952960
10213    JWN     0.01558797
11041    JWN     0.09280559
11288    JWN    -0.05208506
11907    JWN     0.27199787
12976    JWN    -0.00937686
13175    JWN     0.08790459
13858    JWN    -0.01550708
14437    JWN     0.03826784
14966    JWN     0.06841557
15282    JWN    -0.04942370
15972    JWN    -0.04923425
16438    JWN    -0.17969343
16618    JWN    -0.03706463

K
      ticker  signal_return
260        K    -0.02905531
730        K    -0.03530803
1827       K    -0.01766050
2274       K     0.00958500
2524       K     0.04413972
2832       K     0.01665354
3127       K    -0.02206621
3942       K    -0.00391513
4880       K    -0.03941397
5377       K     0.01933837
5717       K    -0.00134218
6151       K    -0.03240608
6475       K    -0.01846977
7629       K    -0.03029321
8391       K     0.05167531
8620       K    -0.03248410
9403       K    -0.03735050
10012      K     0.00415974
10868      K    -0.00596842
11245      K     0.01840622
11480      K    -0.00513678
12306      K     0.00180041
12674      K     0.05178919
12882      K    -0.06054558
13780      K     0.01042845
14012      K     0.00350878
14438      K    -0.02057153
14718      K    -0.03394383
15429      K    -0.01595603
16351      K     0.00617373

KAUFMA
       ticker  signal_return
84     KAUFMA     0.04962269
278    KAUFMA     0.04565916
446    KAUFMA     0.04920326
749    KAUFMA     0.04628822
935    KAUFMA     0.05428181
1131   KAUFMA     0.04979918
1260   KAUFMA     0.05312337
1485   KAUFMA     0.05439434
1720   KAUFMA     0.05506726
1978   KAUFMA     0.05732474
2174   KAUFMA     0.05073863
2345   KAUFMA     0.05883549
2480   KAUFMA     0.05626826
2634   KAUFMA     0.05782769
2851   KAUFMA     0.06810350
3027   KAUFMA     0.05794572
3173   KAUFMA     0.06525546
3392   KAUFMA     0.05941105
3613   KAUFMA     0.06939568
3787   KAUFMA     0.06770385
4017   KAUFMA     0.06810443
4186   KAUFMA     0.06949115
4326   KAUFMA     0.06320614
4514   KAUFMA     0.06523437
4689   KAUFMA     0.07277491
4978   KAUFMA     0.06812027
5205   KAUFMA     0.07479066
5434   KAUFMA     0.07519789
5696   KAUFMA     0.07116998
5934   KAUFMA     0.08348664
...       ...            ...
10939  KAUFMA     0.09762294
11141  KAUFMA     0.08875962
11369  KAUFMA     0.08866104
11578  KAUFMA     0.09177451
11844  KAUFMA     0.09208396
12015  KAUFMA     0.09029651
12180  KAUFMA     0.09944603
12368  KAUFMA     0.09021519
12692  KAUFMA     0.09881085
12883  KAUFMA     0.09505215
13092  KAUFMA     0.09424908
13252  KAUFMA     0.10139992
13416  KAUFMA     0.09591236
13636  KAUFMA     0.09528265
13859  KAUFMA     0.09843519
14030  KAUFMA     0.10158840
14322  KAUFMA     0.09363898
14595  KAUFMA     0.10418502
14851  KAUFMA     0.08948491
14973  KAUFMA     0.09177487
15085  KAUFMA     0.09535851
15283  KAUFMA     0.09635315
15467  KAUFMA     0.10400716
15738  KAUFMA     0.10053870
15939  KAUFMA     0.10267230
16066  KAUFMA     0.09614711
16196  KAUFMA     0.10653734
16467  KAUFMA     0.10747126
16697  KAUFMA     0.10212518
16955  KAUFMA     0.09016105

[85 rows x 2 columns]

KEY
      ticker  signal_return
520      KEY    -0.00079745
844      KEY    -0.00307693
1233     KEY     0.02417036
1559     KEY    -0.06221564
1916     KEY    -0.04836456
2412     KEY     0.00981087
4018     KEY    -0.00753016
4817     KEY     0.00701211
5665     KEY     0.00145033
5914     KEY    -0.04807918
6095     KEY    -0.01872130
6722     KEY     0.02348174
7376     KEY    -0.00402956
7630     KEY     0.00725836
7837     KEY    -0.06739670
8588     KEY     0.06973720
9525     KEY    -0.02700720
10300    KEY     0.07322419
10661    KEY    -0.01567575
11698    KEY     0.01737735
12109    KEY     0.00271526
12504    KEY    -0.01345915
13372    KEY    -0.02185437
13827    KEY     0.01246122
14013    KEY     0.06970946
14323    KEY     0.16684244
14614    KEY     0.05226861
15507    KEY     0.03016122
15973    KEY    -0.04001694

KHC
      ticker  signal_return
9404     KHC    -0.05820386
10569    KHC    -0.06063285
11370    KHC    -0.00598233
11908    KHC     0.00036151
12675    KHC     0.00428556
14300    KHC     0.01825000
15124    KHC     0.00067889
15468    KHC     0.01021482
16439    KHC    -0.00123519
16923    KHC    -0.04515662

KIM
      ticker  signal_return
361      KIM    -0.08843893
684      KIM    -0.02863373
2016     KIM     0.03670563
2236     KIM    -0.01721837
2718     KIM     0.01842157
2941     KIM    -0.02708772
3254     KIM    -0.01153612
4550     KIM    -0.01166630
4994     KIM     0.06000156
5506     KIM     0.00000000
6016     KIM     0.05539652
6269     KIM    -0.06496264
7216     KIM     0.02757944
7602     KIM    -0.01552370
7948     KIM    -0.07208761
8440     KIM     0.02754115
8652     KIM    -0.10297155
9255     KIM     0.02610513
9452     KIM    -0.03843671
10626    KIM    -0.03366062
11175    KIM     0.02008878
11889    KIM    -0.05933191
12585    KIM     0.05407597
13030    KIM    -0.04530895
13501    KIM    -0.03361376
13828    KIM    -0.00859296
14115    KIM     0.06752660
14983    KIM    -0.03640766
15532    KIM     0.02559401
15780    KIM     0.02555911
16352    KIM     0.07359868
16575    KIM     0.04818253
16822    KIM    -0.10570351

KLAC
      ticker  signal_return
119     KLAC    -0.00393637
427     KLAC     0.02946460
731     KLAC    -0.04432816
1917    KLAC    -0.08363474
2084    KLAC     0.01095775
2308    KLAC     0.05594374
2448    KLAC    -0.00889405
3476    KLAC     0.05590763
4187    KLAC     0.03615799
4352    KLAC     0.03093030
4818    KLAC    -0.10888010
5206    KLAC     0.00294695
5460    KLAC     0.03859146
5881    KLAC    -0.06232368
6296    KLAC    -0.01893996
6929    KLAC     0.00726907
7661    KLAC    -0.03924133
8176    KLAC     0.00993892
8728    KLAC    -0.00801896
9372    KLAC     0.04358155
9753    KLAC    -0.00732933
9944    KLAC     0.00507947
10109   KLAC    -0.05926782
10497   KLAC    -0.03904194
11176   KLAC     0.04050047
12202   KLAC    -0.00657267
12402   KLAC    -0.02811704
12810   KLAC     0.02166434
13031   KLAC    -0.12968378
13160   KLAC     0.02599524
14116   KLAC     0.00265287
14524   KLAC     0.02652608
15224   KLAC     0.02565140
15533   KLAC     0.03419424
15854   KLAC     0.02667954
16214   KLAC     0.01887998
16782   KLAC    -0.02775404

KMB
      ticker  signal_return
521      KMB     0.08660742
792      KMB    -0.00783956
2390     KMB    -0.00723004
3439     KMB    -0.01093393
3748     KMB    -0.07391945
3901     KMB     0.00231086
4728     KMB     0.03101303
5160     KMB     0.02768329
5547     KMB    -0.02681480
5882     KMB    -0.01627601
6227     KMB    -0.07829324
6249     KMB     0.02356249
6759     KMB    -0.03498270
7113     KMB    -0.03370348
8177     KMB     0.02241930
8441     KMB     0.01029733
8975     KMB    -0.01338151
9331     KMB     0.02050791
9930     KMB     0.02275125
10083    KMB     0.00387000
10681    KMB    -0.00476704
10961    KMB    -0.00524092
11164    KMB     0.00200215
11494    KMB    -0.01187175
12676    KMB    -0.00957435
13232    KMB    -0.00484982
13502    KMB    -0.03019974
13947    KMB     0.05063834
14301    KMB    -0.00674180
15176    KMB     0.00540453
15397    KMB     0.08875881

KMI
      ticker  signal_return
120      KMI    -0.02418670
1158     KMI    -0.02656591
2356     KMI    -0.01742480
3219     KMI     0.02951603
3477     KMI    -0.01172543
3749     KMI     0.02201288
4102     KMI     0.02903834
4917     KMI    -0.12695182
5338     KMI     0.03910348
5946     KMI    -0.02585840
7035     KMI     0.03231632
7603     KMI     0.00049888
7997     KMI     0.01538900
8202     KMI     0.04912256
8513     KMI    -0.04072273
8911     KMI    -0.02639880
9157     KMI    -0.15875505
9677     KMI     0.01237129
9866     KMI     0.34741503
10435    KMI    -0.04457963
11010    KMI     0.01439641
12768    KMI     0.08188205
13253    KMI    -0.04964919
14247    KMI    -0.07711136
15355    KMI    -0.05234924
16252    KMI    -0.00208925
16649    KMI     0.02650194

KMX
      ticker  signal_return
362      KMX    -0.04156278
1331     KMX    -0.14673246
1472     KMX     0.02728533
2599     KMX     0.00389953
3478     KMX    -0.00379868
4353     KMX    -0.00260999
4551     KMX     0.02886448
4881     KMX    -0.22122828
5058     KMX     0.02363664
5620     KMX     0.02322555
5852     KMX    -0.05417451
6955     KMX     0.04574485
7949     KMX    -0.02485802
8292     KMX     0.04856009
8797     KMX    -0.00735789
9695     KMX    -0.03473679
10215    KMX     0.05379126
11495    KMX     0.01582459
11793    KMX    -0.05502916
12403    KMX    -0.08133220
12811    KMX     0.06792135
13212    KMX    -0.01716852
13444    KMX    -0.10389478
13695    KMX     0.02903183
14031    KMX    -0.00914883
14615    KMX     0.09406407
14945    KMX     0.00331976
15177    KMX    -0.03551552
15952    KMX     0.04086252
16076    KMX     0.01888193
16712    KMX    -0.05353769

KO
      ticker  signal_return
314       KO    -0.01511364
732       KO     0.00200803
1429      KO    -0.02818493
1782      KO     0.02318114
2689      KO     0.01506759
3414      KO     0.01741249
3943      KO    -0.00804429
4626      KO     0.02271245
5548      KO    -0.09150303
6760      KO    -0.00267978
7742      KO     0.00481074
7985      KO    -0.04729602
8178      KO    -0.02242902
8486      KO    -0.01322930
8912      KO    -0.01345776
9256      KO     0.02957268
10013     KO    -0.02027719
10914     KO     0.00159181
11097     KO     0.03398982
11371     KO     0.00365081
13503     KO    -0.01930171
13781     KO    -0.00310226
14439     KO    -0.01430848
14719     KO    -0.03377707
15775     KO     0.00357112
15974     KO     0.00422635
16138     KO     0.00162885
16519     KO     0.00658569
16734     KO     0.02491786

KOLPAK
       ticker  signal_return
35     KOLPAK     0.03954028
242    KOLPAK     0.03836248
398    KOLPAK     0.04978344
701    KOLPAK     0.05237368
896    KOLPAK     0.05310741
1119   KOLPAK     0.05486052
1250   KOLPAK     0.05535097
1473   KOLPAK     0.05689959
1702   KOLPAK     0.05767590
1966   KOLPAK     0.05091062
2157   KOLPAK     0.05625855
2338   KOLPAK     0.06141679
2468   KOLPAK     0.06671872
2621   KOLPAK     0.05043404
2801   KOLPAK     0.06043419
2987   KOLPAK     0.05942011
3109   KOLPAK     0.06198283
3368   KOLPAK     0.07171119
3565   KOLPAK     0.06200449
3750   KOLPAK     0.06302892
3975   KOLPAK     0.06739672
4143   KOLPAK     0.07595587
4291   KOLPAK     0.05784864
4472   KOLPAK     0.06664833
4672   KOLPAK     0.08192572
4962   KOLPAK     0.07611729
5207   KOLPAK     0.07601488
5410   KOLPAK     0.07536450
5697   KOLPAK     0.06245478
5935   KOLPAK     0.08020177
...       ...            ...
10915  KOLPAK     0.09193868
11098  KOLPAK     0.08665585
11329  KOLPAK     0.10122473
11512  KOLPAK     0.09647379
11782  KOLPAK     0.09861378
11964  KOLPAK     0.09014350
12126  KOLPAK     0.08311002
12332  KOLPAK     0.08787316
12636  KOLPAK     0.09686357
12853  KOLPAK     0.09708546
13048  KOLPAK     0.10456211
13233  KOLPAK     0.10277144
13393  KOLPAK     0.09657952
13597  KOLPAK     0.10291764
13751  KOLPAK     0.10500987
13993  KOLPAK     0.09934896
14274  KOLPAK     0.10539078
14559  KOLPAK     0.10684290
14803  KOLPAK     0.09473304
14967  KOLPAK     0.10475049
15074  KOLPAK     0.08841924
15257  KOLPAK     0.10565691
15446  KOLPAK     0.08820896
15702  KOLPAK     0.09945055
15912  KOLPAK     0.09745288
16054  KOLPAK     0.11024660
16177  KOLPAK     0.09843282
16440  KOLPAK     0.10157603
16650  KOLPAK     0.10341724
16924  KOLPAK     0.11009927

[85 rows x 2 columns]

KORS
      ticker  signal_return
210     KORS    -0.03493002
629     KORS     0.00544891
859     KORS    -0.01178308
1291    KORS    -0.02015665
1954    KORS     0.08391089
2193    KORS    -0.01819335
3715    KORS     0.01695155
4019    KORS    -0.03005918
4530    KORS    -0.00743005
5998    KORS    -0.02408331
6746    KORS    -0.05386266
7048    KORS     0.00413947
7377    KORS     0.28866455
7894    KORS     0.06558234
8203    KORS    -0.03563582
8462    KORS    -0.11712264
8913    KORS    -0.15632533
10373   KORS     0.02845066
10662   KORS     0.04640209
10894   KORS     0.07156906
11109   KORS    -0.03875299
11909   KORS     0.20938845
13903   KORS    -0.06159059
14932   KORS     0.03056265
15380   KORS    -0.02943750
16534   KORS    -0.04444000
16682   KORS     0.07010169

KR
      ticker  signal_return
143       KR     0.00246306
399       KR     0.04017926
1486      KR     0.05761381
1746      KR    -0.00984152
2237      KR     0.04590206
2561      KR    -0.02098760
2863      KR     0.01712625
3040      KR     0.01100540
3220      KR    -0.01615815
3440      KR     0.00000000
3871      KR    -0.04061777
4292      KR     0.01719019
4570      KR     0.02414717
5120      KR     0.06188503
5549      KR     0.02817552
5803      KR    -0.00883844
6017      KR     0.04085277
6250      KR     0.05371091
6476      KR    -0.01810634
6707      KR     0.02773716
7217      KR    -0.03744955
8035      KR     0.03300802
8463      KR    -0.01644511
8798      KR     0.02492883
9899      KR     0.04961311
11768     KR     0.02937613
12703     KR    -0.03046197
13082     KR     0.01205467
13244     KR    -0.00344450
13445     KR     0.01544432
13665     KR     0.03484202
14440     KR     0.03026448
14916     KR    -0.04115807
15684     KR     0.11603875
17005     KR    -0.30891522
17077     KR     0.05524417

KSS
      ticker  signal_return
645      KSS     0.05669247
1721     KSS     0.03043713
2562     KSS    -0.05048446
3028     KSS    -0.04182513
3716     KSS    -0.02383141
4051     KSS     0.07308947
4218     KSS     0.01107022
4434     KSS     0.02953629
5085     KSS    -0.02831824
5853     KSS    -0.00741118
6356     KSS     0.08924859
6629     KSS     0.04685202
6873     KSS     0.04474499
7407     KSS    -0.01337350
7631     KSS    -0.01328091
8392     KSS    -0.00538030
8604     KSS     0.08884387
9109     KSS     0.02518918
9678     KSS    -0.11664966
10126    KSS     0.02368772
10703    KSS    -0.06661368
11910    KSS     0.17590913
12950    KSS    -0.01986737
13176    KSS     0.01102746
14441    KSS     0.07263543
14804    KSS    -0.09556964
15067    KSS     0.01723756
15975    KSS    -0.00132749
16576    KSS    -0.05957624

KSU
      ticker  signal_return
559      KSU     0.04384766
808      KSU    -0.02502975
1783     KSU    -0.03068333
2117     KSU    -0.05682504
3068     KSU    -0.00037485
3633     KSU     0.06185529
4354     KSU     0.03537077
5733     KSU    -0.12350363
6251     KSU    -0.07787804
6912     KSU     0.01428258
7351     KSU     0.07504678
7527     KSU    -0.02875378
8393     KSU    -0.03257552
8914     KSU    -0.03897592
9462     KSU    -0.08627041
9931     KSU     0.12502893
10301    KSU     0.02577387
10916    KSU     0.04153009
11579    KSU     0.07651915
12586    KSU    -0.07704429
12854    KSU     0.00745293
13619    KSU    -0.02774286
14117    KSU     0.07371819
15739    KSU    -0.02872729
16238    KSU    -0.00586902
16507    KSU    -0.01484441
16783    KSU     0.07104269
17044    KSU     0.00519533

L
      ticker  signal_return
384        L     0.00951207
1747       L     0.02777344
2017       L    -0.00415226
3016       L    -0.01166414
3976       L    -0.00426339
4647       L     0.02722424
5758       L    -0.07279079
6297       L    -0.07535153
7663       L     0.00277323
7861       L     0.01908750
8273       L     0.01081662
8915       L    -0.01546152
9640       L     0.00290583
9868       L    -0.02377291
10127      L    -0.09794251
10464      L    -0.02220752
11246      L    -0.00595163
11699      L     0.00301508
12156      L    -0.02339579
12429      L    -0.00440422
12587      L    -0.07218721
12855      L    -0.00725693
13666      L    -0.04052120
14204      L     0.02138258
14571      L     0.04002030
14805      L     0.02987827
17078      L    -0.02571811

LB
      ticker  signal_return
300       LB    -0.08974856
897       LB     0.02486478
1683      LB     0.08114597
3614      LB    -0.06340810
4096      LB     0.01639908
4327      LB     0.02957984
4571      LB    -0.00235571
4963      LB     0.04388092
5193      LB     0.04024024
5411      LB     0.03485015
5804      LB     0.00283554
6395      LB     0.01786989
6874      LB     0.00332422
7218      LB     0.02261332
7508      LB     0.01683209
8204      LB     0.03002056
9015      LB     0.02924992
9214      LB     0.03465408
9593      LB    -0.09007136
10704     LB     0.02241960
11911     LB     0.15141328
12930     LB     0.04047586
13254     LB    -0.04008920
14232     LB    -0.03269280
14806     LB    -0.08208876
15039     LB     0.01134718
15284     LB     0.00152633
15641     LB    -0.02262723
15989     LB     0.10475709
17029     LB    -0.00186012

LEG
      ticker  signal_return
1292     LEG     0.01146238
2142     LEG     0.02424170
2525     LEG    -0.01047130
2772     LEG    -0.01235514
3255     LEG     0.00655208
4161     LEG     0.01968961
4415     LEG    -0.00085046
5013     LEG     0.07914906
5275     LEG     0.02060429
5507     LEG    -0.00333492
5805     LEG    -0.01476569
6044     LEG     0.01222011
6669     LEG     0.00701598
7255     LEG    -0.10813509
7408     LEG    -0.00084567
7632     LEG     0.02727176
8083     LEG    -0.00722315
8916     LEG     0.02547624
10056    LEG     0.01578603
10216    LEG     0.04072904
10976    LEG     0.03084519
11201    LEG     0.02701452
11450    LEG    -0.00599485
11855    LEG    -0.00978601
12181    LEG    -0.01067342
12430    LEG     0.01784030
12769    LEG     0.02383768
12977    LEG    -0.02409302
13504    LEG     0.00860584
13667    LEG     0.04659922
14852    LEG    -0.00272678
15913    LEG     0.00817633
16129    LEG     0.04756035

LEN
      ticker  signal_return
1392     LEN    -0.00361945
1871     LEN     0.03233991
2204     LEN    -0.05444799
2741     LEN    -0.04356725
3299     LEN    -0.02428483
3589     LEN    -0.04371902
3902     LEN     0.01332084
4964     LEN     0.00857777
5252     LEN     0.05991119
6435     LEN     0.02598587
6977     LEN    -0.09065849
7152     LEN     0.00536540
8036     LEN    -0.01489146
8675     LEN    -0.11744580
10217    LEN     0.09731660
10784    LEN    -0.06544862
11247    LEN     0.00464724
12745    LEN    -0.00960661
13563    LEN     0.04553000
13717    LEN     0.02863758
14156    LEN    -0.03650929
14807    LEN    -0.02723109
15178    LEN    -0.03761854
15685    LEN     0.07082429
17045    LEN    -0.02950848

LH
      ticker  signal_return
101       LH    -0.02077032
522       LH    -0.01622056
860       LH     0.00170213
1222      LH    -0.02738366
2326      LH     0.01778056
2549      LH    -0.00696662
3221      LH    -0.03938171
3634      LH    -0.02320910
4312      LH    -0.01867119
4648      LH     0.02918232
5161      LH    -0.10050252
5965      LH     0.04610097
6228      LH    -0.02435406
6584      LH     0.00510752
6813      LH     0.01272996
7302      LH    -0.00882708
8394      LH    -0.01894011
8917      LH    -0.02752781
9125      LH     0.00568032
9869      LH    -0.02072070
10374     LH     0.04630294
10726     LH    -0.04060722
11401     LH     0.00338840
11751     LH     0.02843485
12203     LH    -0.01720489
12746     LH     0.02568359
14118     LH     0.03820273
15075     LH     0.02268486
15324     LH     0.00000000
15548     LH     0.02245848
15855     LH    -0.01356949
16239     LH    -0.03322472

LINIFO
       ticker  signal_return
36     LINIFO     0.04314560
243    LINIFO     0.05023450
400    LINIFO     0.04702432
702    LINIFO     0.05167060
870    LINIFO     0.05543398
1107   LINIFO     0.04464059
1239   LINIFO     0.05579261
1462   LINIFO     0.06172250
1684   LINIFO     0.04901819
1955   LINIFO     0.05041639
2158   LINIFO     0.05307135
2339   LINIFO     0.06281709
2481   LINIFO     0.06126910
2657   LINIFO     0.05891590
2852   LINIFO     0.05389308
3017   LINIFO     0.06561287
3152   LINIFO     0.06598162
3378   LINIFO     0.06821005
3590   LINIFO     0.06105475
3770   LINIFO     0.07699302
4034   LINIFO     0.07391306
4199   LINIFO     0.07431912
4375   LINIFO     0.06799994
4552   LINIFO     0.07462540
4729   LINIFO     0.07708534
5014   LINIFO     0.07493311
5276   LINIFO     0.06621597
5488   LINIFO     0.07658206
5718   LINIFO     0.08274472
5958   LINIFO     0.07030520
...       ...            ...
11064  LINIFO     0.09215821
11312  LINIFO     0.09479620
11496  LINIFO     0.08388552
11752  LINIFO     0.08470611
11924  LINIFO     0.08609812
12085  LINIFO     0.08607969
12280  LINIFO     0.09278293
12431  LINIFO     0.10179896
12770  LINIFO     0.09289033
12978  LINIFO     0.08934169
13161  LINIFO     0.10243333
13316  LINIFO     0.09521278
13550  LINIFO     0.09814898
13682  LINIFO     0.09520159
13924  LINIFO     0.09439126
14157  LINIFO     0.09301976
14474  LINIFO     0.09056465
14654  LINIFO     0.10543506
14910  LINIFO     0.08956977
14991  LINIFO     0.09334172
15125  LINIFO     0.10391192
15334  LINIFO     0.08974631
15570  LINIFO     0.09255592
15799  LINIFO     0.10828273
15990  LINIFO     0.09505824
16101  LINIFO     0.09506074
16281  LINIFO     0.09793250
16535  LINIFO     0.10244904
16745  LINIFO     0.10161209
17006  LINIFO     0.11024129

[86 rows x 2 columns]

LKQ
      ticker  signal_return
85       LKQ     0.00538061
301      LKQ    -0.05500928
1649     LKQ     0.07541438
2482     LKQ    -0.11684059
3359     LKQ     0.00075959
4242     LKQ     0.00710483
4882     LKQ    -0.08209148
5277     LKQ    -0.00789975
5621     LKQ    -0.07587908
6125     LKQ    -0.00019079
6639     LKQ     0.01258900
7439     LKQ     0.01501687
7579     LKQ     0.00375491
7840     LKQ     0.01076437
8918     LKQ    -0.06085013
10057    LKQ    -0.04685284
10420    LKQ    -0.00224215
10785    LKQ    -0.04894302
11083    LKQ     0.01402731
11421    LKQ     0.03508052
11794    LKQ    -0.02838129
12505    LKQ    -0.08133054
13010    LKQ     0.02344875
13277    LKQ     0.00321836
14158    LKQ    -0.00157011
15833    LKQ     0.03001226
16013    LKQ     0.04630941
17046    LKQ    -0.00923083

LLL
      ticker  signal_return
37       LLL     0.01851710
685      LLL     0.03989878
1003     LLL    -0.00175148
1293     LLL     0.00570995
1872     LLL     0.02164220
2118     LLL     0.02824517
2563     LLL    -0.02672671
3007     LLL    -0.01227133
3153     LLL     0.03558921
3977     LLL    -0.01080272
5208     LLL    -0.01344817
5461     LLL     0.01303422
5806     LLL    -0.01534925
6556     LLL    -0.02537918
7085     LLL     0.06687163
8179     LLL    -0.07178345
8729     LLL     0.04873642
9493     LLL    -0.04411523
10465    LLL     0.01945587
11661    LLL     0.08629003
11912    LLL     0.01326106
12071    LLL     0.02395110
12264    LLL    -0.00395793
12713    LLL    -0.00687747
14159    LLL    -0.08931966
14616    LLL     0.02119454
15447    LLL     0.03931267
15740    LLL    -0.00257929
16353    LLL    -0.01898438
16683    LLL    -0.04710256

LLY
      ticker  signal_return
324      LLY    -0.01827462
1650     LLY    -0.00262467
2131     LLY     0.02280562
2622     LLY    -0.02938672
3479     LLY     0.00930687
3788     LLY    -0.02941859
4435     LLY     0.00321224
5278     LLY    -0.01375054
5602     LLY    -0.01604159
6848     LLY    -0.02771253
7539     LLY     0.06513245
8037     LLY    -0.03626330
8977     LLY    -0.03552303
9059     LLY    -0.05482076
9373     LLY    -0.05113096
10607    LLY     0.06580153
11248    LLY    -0.06122069
11662    LLY    -0.00610510
12028    LLY    -0.04253185
12393    LLY    -0.09772499
12677    LLY     0.01849458
12931    LLY    -0.00036776
14190    LLY    -0.04775634
14617    LLY     0.01198328
15508    LLY     0.06198960
15834    LLY    -0.00153873
16619    LLY    -0.00731588

LMT
      ticker  signal_return
38       LMT     0.01014040
646      LMT     0.03638117
936      LMT     0.03334501
1393     LMT     0.02343751
1613     LMT    -0.01764752
2060     LMT     0.02393723
3300     LMT    -0.01064448
3669     LMT    -0.06560738
3872     LMT    -0.04217855
4162     LMT     0.02081559
4459     LMT     0.03106064
5086     LMT     0.00842573
5550     LMT    -0.03387275
5854     LMT    -0.02334532
6557     LMT    -0.00560097
7182     LMT     0.01753837
8111     LMT     0.01648954
8395     LMT     0.00302209
8621     LMT    -0.03143828
9239     LMT    -0.00654875
9405     LMT     0.00960684
9794     LMT    -0.02385804
11289    LMT     0.01447086
11485    LMT     0.00393693
11795    LMT     0.05121576
12000    LMT    -0.01397819
12652    LMT     0.04768140
12884    LMT    -0.00759752
13196    LMT    -0.07754724
13505    LMT    -0.03266238
13860    LMT     0.01238897
14032    LMT    -0.02467992
14378    LMT     0.04225709
15686    LMT    -0.00063132
15953    LMT    -0.01623521
16282    LMT    -0.01352283
16713    LMT     0.00593529

LNC
      ticker  signal_return
39       LNC    -0.06309222
560      LNC     0.00307490
793      LNC     0.08410059
1090     LNC    -0.01045890
1560     LNC    -0.08965394
1784     LNC    -0.02902932
2327     LNC    -0.01753762
3393     LNC     0.00076761
3635     LNC    -0.00881075
4243     LNC    -0.00980854
4762     LNC    -0.00140831
5435     LNC    -0.01150640
5915     LNC    -0.04907139
6126     LNC     0.00812541
7701     LNC    -0.00458942
8542     LNC     0.09534605
8919     LNC    -0.02826320
9641     LNC    -0.02741361
10218    LNC     0.19047292
10705    LNC    -0.00139140
11728    LNC    -0.01327917
12047    LNC     0.02151093
12506    LNC    -0.03433329
13330    LNC     0.01449301
13829    LNC     0.00122175
14275    LNC     0.19803037
14572    LNC     0.04577883
14808    LNC     0.00933824
15258    LNC     0.00572657
15469    LNC    -0.01302766
15976    LNC    -0.02595933

LNT
      ticker  signal_return
686      LNT     0.01980902
987      LNT    -0.03493805
2041     LNT     0.02276032
2367     LNT     0.01829595
2526     LNT     0.00509175
2690     LNT     0.01866833
2879     LNT    -0.02480320
3566     LNT    -0.03205617
4052     LNT    -0.04018595
4979     LNT     0.04330318
5209     LNT    -0.00859604
5622     LNT     0.00296574
5807     LNT     0.00366021
6201     LNT    -0.02045414
6723     LNT    -0.05379638
7604     LNT    -0.00624527
7895     LNT    -0.04632192
8442     LNT     0.00373226
8653     LNT    -0.10461911
8978     LNT     0.01962083
9870     LNT    -0.03463191
10030    LNT    -0.02270119
10627    LNT     0.02449102
10940    LNT     0.02371540
11177    LNT     0.03399956
11451    LNT    -0.02319101
12182    LNT     0.03632934
12588    LNT    -0.01288059
13405    LNT    -0.01997438
13782    LNT    -0.01211157
14442    LNT    -0.02394324
15398    LNT     0.02485243
15660    LNT    -0.02329556
16508    LNT    -0.00776849
16714    LNT     0.02639449
17102    LNT    -0.04882573

LOW
      ticker  signal_return
181      LOW     0.01372734
647      LOW     0.01451346
898      LOW    -0.06839410
1956     LOW    -0.03587436
2205     LOW    -0.02677483
2922     LOW    -0.00285997
3944     LOW     0.02807345
4133     LOW     0.04138522
4328     LOW     0.01002236
4980     LOW     0.04775158
5312     LOW     0.07668109
5623     LOW     0.02533725
5883     LOW     0.00529257
6045     LOW     0.00438181
6270     LOW     0.00721412
6529     LOW     0.03444875
7219     LOW    -0.03720387
7950     LOW    -0.01265467
8605     LOW    -0.03065757
9795     LOW     0.00893450
10786    LOW    -0.06620904
11290    LOW     0.01654462
11663    LOW    -0.01589610
12048    LOW     0.02711009
12747    LOW    -0.01647485
13462    LOW     0.02804370
13904    LOW     0.01839547
14119    LOW    -0.00695218
14809    LOW    -0.02935333
15534    LOW     0.04437827
15914    LOW    -0.01281139
16283    LOW     0.02150873
16746    LOW     0.02806712

LRCX
      ticker  signal_return
230     LRCX    -0.02769288
385     LRCX     0.00525909
1630    LRCX    -0.08666986
1918    LRCX    -0.06340573
2575    LRCX    -0.08953631
3069    LRCX     0.08955929
3379    LRCX     0.01626052
3591    LRCX     0.03620629
4460    LRCX     0.00819952
4819    LRCX    -0.13663687
5162    LRCX     0.02473647
5508    LRCX    -0.02732726
6930    LRCX    -0.00555157
7521    LRCX     0.00339880
8487    LRCX     0.01128245
8799    LRCX    -0.00429185
9871    LRCX     0.00810698
10302   LRCX     0.04258993
10787   LRCX    -0.04656817
11249   LRCX     0.04526329
12383   LRCX    -0.02876771
12812   LRCX     0.03737090
13032   LRCX    -0.04605969
13295   LRCX     0.00170285
13830   LRCX     0.03624880
14545   LRCX    -0.03240775
14978   LRCX    -0.00036694
15104   LRCX     0.04821274
15741   LRCX     0.04070839
15940   LRCX     0.02144033
16215   LRCX     0.09726438
16485   LRCX    -0.00532589
16735   LRCX     0.05900552
16984   LRCX    -0.09486171

LUK
      ticker  signal_return
121      LUK    -0.03817532
401      LUK     0.01277421
1919     LUK    -0.06896755
2658     LUK     0.01563142
3057     LUK    -0.02208482
4077     LUK    -0.02915186
4627     LUK     0.09497467
5759     LUK    -0.06352803
6558     LUK     0.00041745
7440     LUK     0.01269728
8112     LUK    -0.07416907
8322     LUK     0.01117330
8730     LUK     0.06292547
9075     LUK     0.00149291
9664     LUK     0.04601624
9847     LUK     0.09123486
10421    LUK    -0.02729698
10820    LUK     0.02298952
11614    LUK     0.00295421
11965    LUK     0.00394478
12589    LUK    -0.11685964
13103    LUK     0.01119713
13463    LUK    -0.01748807
13861    LUK    -0.03911842
14248    LUK    -0.12455289
14443    LUK     0.05536914
14682    LUK     0.06851383
15259    LUK    -0.01453816
15509    LUK     0.08794764
16651    LUK    -0.02025181

LUV
      ticker  signal_return
211      LUV     0.01230364
339      LUV     0.07626433
630      LUV     0.08828400
1053     LUV    -0.00323800
1474     LUV     0.08864067
2175     LUV     0.06470840
2346     LUV    -0.00336984
2988     LUV     0.03661106
3110     LUV     0.02135627
3592     LUV     0.01076051
3848     LUV    -0.02632193
4134     LUV     0.07641737
4293     LUV     0.04805195
4495     LUV    -0.08188943
5194     LUV     0.08520262
5551     LUV    -0.00838026
6229     LUV    -0.01959537
6990     LUV    -0.03538500
7220     LUV    -0.00778403
7472     LUV    -0.00546901
7680     LUV     0.00028914
7998     LUV    -0.05806066
8606     LUV    -0.04166634
9287     LUV     0.10470528
9526     LUV    -0.00867873
9811     LUV    -0.05088315
10466    LUV     0.11004695
10788    LUV    -0.16820550
11202    LUV     0.01461521
11580    LUV    -0.00590747
12348    LUV     0.06340242
13083    LUV    -0.02993572
13752    LUV     0.03705042
14444    LUV     0.08370236
14810    LUV     0.01592073
15260    LUV     0.01106614
15448    LUV     0.06578295
15742    LUV    -0.07940334
16715    LUV     0.02187667

LVLT
      ticker  signal_return
40      LVLT     0.02394186
315     LVLT    -0.02755794
750     LVLT     0.01315143
1332    LVLT     0.05444556
1506    LVLT    -0.00325878
1979    LVLT     0.04832116
2469    LVLT    -0.01309222
2864    LVLT     0.00717845
3415    LVLT    -0.03458236
3751    LVLT    -0.02828735
4763    LVLT    -0.03154988
5328    LVLT     0.02757677
6357    LVLT     0.03668033
6690    LVLT    -0.00878162
7221    LVLT    -0.03154383
8020    LVLT    -0.04571145
8396    LVLT     0.02605008
8800    LVLT     0.02525664
9159    LVLT    -0.08393955
9494    LVLT    -0.02241154
9872    LVLT    -0.03445630
10101   LVLT    -0.08331754
10436   LVLT     0.02303245
10789   LVLT    -0.11773104
11700   LVLT    -0.04412341
12507   LVLT    -0.07550385
12813   LVLT     0.02917666
13652   LVLT     0.03630514
14160   LVLT     0.03634699
14998   LVLT    -0.00169808
15261   LVLT    -0.03629328
15800   LVLT    -0.02774004
16240   LVLT    -0.04117481
16884   LVLT     0.03087942

LYB
      ticker  signal_return
144      LYB     0.02623736
402      LYB     0.01476476
1054     LYB    -0.03190738
1447     LYB     0.03030349
2085     LYB     0.06176202
2275     LYB     0.01130958
2909     LYB     0.03297579
3081     LYB     0.00141629
3889     LYB     0.00815348
4144     LYB     0.03955779
4706     LYB     0.04257275
5552     LYB     0.11050235
6559     LYB    -0.02834710
6999     LYB     0.05012197
7129     LYB     0.06140572
8038     LYB     0.01610939
8293     LYB     0.03935718
8543     LYB     0.07097371
8920     LYB    -0.07383979
9240     LYB    -0.04646522
10303    LYB     0.02017977
11250    LYB    -0.02017967
11701    LYB    -0.09347871
12508    LYB    -0.01391949
13718    LYB    -0.00710859
14573    LYB     0.04006138
15179    LYB    -0.02965867
16157    LYB     0.00176814
16417    LYB     0.01120561
16652    LYB    -0.01821273

M
      ticker  signal_return
231        M     0.01033358
733        M     0.00432620
899        M     0.05489768
1561       M    -0.02504214
2206       M     0.01795380
2564       M    -0.03319668
4231       M    -0.01846307
4883       M    -0.06170445
5339       M     0.01820555
6018       M    -0.03081792
6978       M    -0.02084960
7762       M    -0.03397539
8150       M    -0.03994865
8589       M     0.08781997
9068       M     0.04193249
9437       M    -0.01920158
9665       M     0.14396627
9971       M     0.03487760
10928      M     0.04007485
11291      M    -0.06229752
11890      M     0.25179467
12951      M    -0.04803620
13177      M    -0.01416669
14445      M     0.08532396
15040      M     0.03831380
16565      M     0.04150669
16956      M    -0.02590745

MA
      ticker  signal_return
41        MA     0.02026528
478       MA     0.04247813
861       MA     0.02047279
1223      MA     0.03886453
1430      MA    -0.02169049
2600      MA    -0.04388473
3729      MA    -0.03151807
4649      MA     0.02643014
5121      MA     0.01278927
5553      MA    -0.03687269
6298      MA    -0.04504393
6585      MA     0.00000000
7782      MA    -0.01902417
8224      MA     0.00184900
8801      MA     0.00165554
9438      MA     0.01699082
10219     MA     0.08061420
10608     MA     0.01594815
11372     MA     0.01357648
11615     MA     0.01044747
12509     MA     0.02800183
13406     MA     0.01766723
13637     MA     0.01304900
13862     MA    -0.00379581
14191     MA    -0.02155908
15096     MA     0.01034098
15743     MA    -0.00258548
16241     MA     0.02864589
16747     MA     0.03308376

MAA
      ticker  signal_return
561      MAA     0.00960300
1091     MAA    -0.00909623
1847     MAA     0.05574764
2119     MAA     0.01010331
2607     MAA    -0.00081357
2833     MAA     0.03722409
3256     MAA    -0.02245428
3717     MAA     0.02235714
4436     MAA     0.03057525
5378     MAA    -0.00207197
5808     MAA     0.01795619
5999     MAA     0.05888807
6271     MAA    -0.11104738
6724     MAA    -0.11209813
7681     MAA    -0.01249507
8225     MAA     0.04394236
8622     MAA    -0.02679879
9349     MAA     0.01528515
9796     MAA    -0.00271064
10015    MAA    -0.00592887
10558    MAA    -0.08912595
10727    MAA    -0.08305898
11142    MAA     0.03970770
11422    MAA    -0.05310006
11940    MAA    -0.03177699
12637    MAA     0.03925747
13234    MAA     0.00138379
13506    MAA    -0.03890469
13783    MAA    -0.02439817
15356    MAA     0.01659957
15603    MAA     0.00228481
16130    MAA    -0.01815110
16925    MAA     0.05366846

MAC
      ticker  signal_return
1190     MAC    -0.02561881
1828     MAC    -0.07885175
2103     MAC    -0.00270990
2276     MAC    -0.01467976
2527     MAC     0.02079935
2691     MAC    -0.00138557
2958     MAC    -0.01100929
3257     MAC    -0.01648022
3789     MAC    -0.05251732
4053     MAC    -0.03607289
4592     MAC    -0.04161748
4965     MAC     0.06371581
5396     MAC     0.04469019
5684     MAC     0.03695768
5916     MAC     0.04058256
6076     MAC    -0.00602788
6747     MAC    -0.05849101
6969     MAC    -0.05269584
7805     MAC    -0.00376550
9025     MAC    -0.07129731
9312     MAC     0.04761384
10102    MAC    -0.02345082
11941    MAC    -0.07537637
12016    MAC    -0.01707633
12394    MAC     0.05813929
12748    MAC     0.01666233
13507    MAC    -0.03426801
13784    MAC     0.02261809
14120    MAC     0.08830689
15814    MAC     0.01531810
16354    MAC     0.01439777
16577    MAC    -0.00957436

MAR
      ticker  signal_return
42       MAR    -0.00349773
659      MAR     0.01821463
1294     MAR     0.01616281
1668     MAR    -0.02533556
2159     MAR     0.04568016
2449     MAR     0.00990553
2780     MAR     0.00450139
3097     MAR     0.05322582
3441     MAR     0.03397519
3657     MAR    -0.01375748
3819     MAR    -0.01831833
4135     MAR     0.02832712
4277     MAR     0.01870014
4473     MAR    -0.05428411
4820     MAR    -0.08647360
5105     MAR     0.04322354
5329     MAR     0.01152013
6530     MAR     0.03414721
7951     MAR    -0.04541120
8420     MAR     0.00469161
8802     MAR    -0.00990320
9464     MAR    -0.01902847
9972     MAR    -0.02947892
10220    MAR     0.03145466
11084    MAR     0.03892200
12510    MAR    -0.09273222
12814    MAR     0.00573709
13104    MAR     0.01033281
13278    MAR    -0.04154327
14379    MAR     0.05646232
14630    MAR     0.06209189
14923    MAR    -0.04213023
15399    MAR     0.01079921
15991    MAR    -0.00195546
16355    MAR     0.06958806
16596    MAR     0.02865491
16845    MAR    -0.03536008

MAS
      ticker  signal_return
182      MAS    -0.05322357
1404     MAS     0.02555709
1591     MAS    -0.07706335
1920     MAS    -0.07111009
2309     MAS    -0.06017508
2802     MAS     0.03875884
4163     MAS     0.03055973
4329     MAS     0.01960438
5666     MAS     0.01753732
6046     MAS    -0.04637248
6358     MAS     0.02622229
7451     MAS    -0.00072046
8245     MAS    -0.15635770
8372     MAS     0.05577019
8654     MAS    -0.05163635
9495     MAS    -0.00308167
9754     MAS    -0.01112059
10304    MAS     0.02166429
10790    MAS    -0.18968286
11178    MAS     0.05797781
11452    MAS     0.01045320
11664    MAS    -0.03198768
12590    MAS    -0.13471895
12771    MAS     0.04267394
12979    MAS     0.01054394
14069    MAS    -0.00262985
15225    MAS     0.00504377
15687    MAS    -0.02202409
16284    MAS     0.05281939
16926    MAS     0.02466669

MAT
      ticker  signal_return
660      MAT     0.00658270
988      MAT    -0.00038866
1431     MAT    -0.05085657
1703     MAT     0.16632122
2132     MAT    -0.06109190
3506     MAT    -0.00585020
3771     MAT     0.02879798
4461     MAT     0.10607804
4948     MAT    -0.03938950
6097     MAT     0.04652002
6829     MAT     0.06727002
7130     MAT    -0.04176273
8180     MAT     0.07041393
8464     MAT    -0.03920363
8921     MAT    -0.07023588
9198     MAT    -0.12765181
9439     MAT    -0.00486225
9932     MAT     0.02417152
10664    MAT     0.05878311
11453    MAT    -0.01499808
12591    MAT    -0.14864676
12815    MAT    -0.01958189
13123    MAT    -0.02083409
13734    MAT     0.00596226
14933    MAT    -0.03124169
15262    MAT     0.00617524
16253    MAT    -0.01503103
17079    MAT    -0.00962935

MCD
      ticker  signal_return
1829     MCD    -0.01850723
2347     MCD    -0.02948490
2635     MCD     0.01298979
2853     MCD     0.01980263
3752     MCD     0.03401619
3978     MCD     0.00956335
4390     MCD    -0.02622035
4932     MCD    -0.02500540
5554     MCD    -0.06607536
5746     MCD    -0.06340035
6630     MCD    -0.02971827
7452     MCD    -0.03342540
8922     MCD    -0.05003210
9215     MCD     0.03228910
9406     MCD     0.01770116
9837     MCD     0.01606565
10128    MCD    -0.04209984
10609    MCD    -0.04726738
11292    MCD     0.02773871
11501    MCD    -0.01850957
11925    MCD    -0.06338536
12168    MCD    -0.01099814
12511    MCD    -0.02120689
13279    MCD    -0.01478989
13974    MCD    -0.00894861
14535    MCD     0.00153214
14872    MCD     0.01538492
15357    MCD     0.02825136
15604    MCD     0.00760917
16094    MCD     0.02169381
16285    MCD     0.07192383
16578    MCD     0.03048810
16846    MCD     0.00475673

MCHP
      ticker  signal_return
766     MCHP     0.01065071
1031    MCHP    -0.00606513
1394    MCHP     0.02708009
1631    MCHP    -0.03307180
2310    MCHP     0.03029735
2576    MCHP    -0.02586171
3327    MCHP     0.00364447
3593    MCHP    -0.02070720
3979    MCHP    -0.04474145
4821    MCHP    -0.02679338
6272    MCHP     0.02302838
6477    MCHP     0.03252313
6670    MCHP    -0.03851118
7819    MCHP    -0.09874794
8074    MCHP     0.03477610
8803    MCHP    -0.00391007
9241    MCHP     0.02533956
9407    MCHP    -0.01963481
10305   MCHP    -0.01118893
11143   MCHP    -0.01241995
11729   MCHP    -0.02387625
12144   MCHP     0.03090325
12841   MCHP     0.06945599
13147   MCHP     0.01848227
13407   MCHP    -0.04045715
14343   MCHP     0.03035329
14618   MCHP    -0.01401394
15180   MCHP     0.02501585
15400   MCHP    -0.00985827
16323   MCHP    -0.00365583
16552   MCHP     0.04383675
16823   MCHP     0.01228635

MCK
      ticker  signal_return
43       MCK     0.00608949
363      MCK     0.06099407
661      MCK     0.04107796
989      MCK     0.02928170
1534     MCK     0.01496316
2277     MCK     0.01302324
2659     MCK    -0.01668060
3128     MCK    -0.02723749
3873     MCK    -0.03683076
4355     MCK    -0.01294007
4933     MCK    -0.07007325
5059     MCK    -0.00703008
5379     MCK     0.01788685
6019     MCK     0.01909476
6531     MCK     0.00827423
7409     MCK    -0.00943977
8421     MCK     0.01422473
8731     MCK     0.07519899
10084    MCK    -0.04929460
10422    MCK    -0.04448632
11581    MCK     0.06040686
12049    MCK     0.04446868
12714    MCK     0.03361661
13508    MCK     0.05252249
13925    MCK     0.02472799
14192    MCK    -0.14188613
15285    MCK    -0.02048496
15781    MCK    -0.03062211
16197    MCK    -0.01163266
16698    MCK     0.08256806

MCO
      ticker  signal_return
183      MCO    -0.00435669
523      MCO    -0.01823077
937      MCO     0.01265087
1355     MCO     0.00760362
2001     MCO    -0.01235199
2989     MCO     0.02490585
3111     MCO     0.00753321
3594     MCO     0.00166436
3820     MCO    -0.04766018
4356     MCO    -0.00515926
4730     MCO    -0.02450819
5036     MCO     0.02052244
5313     MCO     0.00364451
6299     MCO    -0.07112405
6830     MCO     0.03041948
6979     MCO    -0.00286944
7131     MCO    -0.00561116
7820     MCO    -0.01234808
8113     MCO    -0.00776528
8804     MCO     0.04368885
9797     MCO    -0.00278324
10306    MCO     0.04748601
10791    MCO    -0.09539388
11665    MCO    -0.02702451
12246    MCO    -0.02354228
12432    MCO    -0.05010371
12592    MCO    -0.13089650
12842    MCO     0.03287861
13345    MCO     0.00149198
14033    MCO     0.04634304
14934    MCO    -0.01212387
15226    MCO     0.02935381
15535    MCO     0.02357072
16178    MCO     0.03127274
17061    MCO     0.01824763

MDLZ
      ticker  signal_return
212     MDLZ    -0.07128088
631     MDLZ     0.00536725
938     MDLZ    -0.01861481
1168    MDLZ     0.00087171
1439    MDLZ     0.00765635
1830    MDLZ    -0.00664655
2834    MDLZ     0.04488718
3980    MDLZ     0.00892087
4553    MDLZ     0.01637086
4884    MDLZ    -0.05170255
5210    MDLZ     0.05115870
6761    MDLZ    -0.01467441
7009    MDLZ    -0.01509056
7222    MDLZ     0.01563934
7410    MDLZ     0.03773108
8246    MDLZ     0.08057282
8514    MDLZ    -0.02360765
9408    MDLZ    -0.02284090
10307   MDLZ    -0.00024041
10682   MDLZ    -0.01843719
11634   MDLZ    -0.00139567
11966   MDLZ    -0.01995806
12224   MDLZ    -0.02688334
12593   MDLZ    -0.10401076
12678   MDLZ    -0.00264027
14193   MDLZ    -0.09290158
14475   MDLZ    -0.04114241
14776   MDLZ    -0.08643721
16286   MDLZ    -0.01778220
16716   MDLZ     0.01506701

MDT
      ticker  signal_return
524      MDT     0.01899459
939      MDT    -0.02617229
1487     MDT     0.00252973
1921     MDT    -0.02669230
2528     MDT    -0.05334986
3222     MDT     0.00866215
3442     MDT     0.00290369
4376     MDT     0.01850913
5106     MDT     0.02154429
5330     MDT     0.06270815
5624     MDT    -0.02942386
5884     MDT    -0.03043455
6230     MDT    -0.00212202
6532     MDT    -0.00051249
7952     MDT    -0.03472431
8923     MDT     0.00155247
9558     MDT     0.00644781
9755     MDT    -0.01154133
11702    MDT     0.01688393
11967    MDT    -0.00357650
12204    MDT     0.01909594
12679    MDT     0.02306348
13905    MDT     0.00881276
14121    MDT    -0.02122290
14499    MDT     0.07008190
14720    MDT    -0.02147068
14999    MDT    -0.06921000
15470    MDT     0.05057151
15744    MDT     0.01487601
16418    MDT     0.00476532
16784    MDT     0.01080840
17030    MDT     0.01719694

MET
      ticker  signal_return
940      MET     0.01544730
1356     MET     0.00469529
1562     MET    -0.09694304
1922     MET    -0.08751290
3223     MET     0.03162319
3636     MET    -0.02459213
4764     MET    -0.00119095
5462     MET    -0.00124456
6098     MET     0.06147823
7352     MET    -0.01550419
7580     MET     0.03690993
7821     MET    -0.02973670
8732     MET     0.05850781
9642     MET    -0.01304663
10221    MET     0.03836465
10706    MET     0.01623165
11730    MET    -0.05468989
12512    MET    -0.00858374
13831    MET     0.01852703
14380    MET     0.07637585
14721    MET     0.01778999
15335    MET    -0.04167666

MGM
      ticker  signal_return
44       MGM     0.05599427
279      MGM     0.00731176
1020     MGM    -0.06558867
1251     MGM     0.08007814
1463     MGM     0.08328042
1685     MGM    -0.10153931
2143     MGM     0.05651631
3544     MGM    -0.04477503
4294     MGM     0.04330795
4765     MGM    -0.04435013
5760     MGM    -0.12594299
6876     MGM    -0.06836787
7862     MGM     0.04333006
8488     MGM     0.03301227
9515     MGM     0.00000000
10467    MGM     0.03766348
10792    MGM    -0.07698300
11454    MGM     0.03892238
12183    MGM     0.04589875
13446    MGM    -0.00358209
13653    MGM     0.03841507
14324    MGM     0.06377940
14777    MGM    -0.03433224
15549    MGM     0.01500403
15801    MGM    -0.01931222
16356    MGM     0.04720640
16597    MGM     0.00597956
16969    MGM     0.00608645

MHK
      ticker  signal_return
779      MHK     0.05046422
1295     MHK     0.02014126
2455     MHK     0.04433581
3903     MHK    -0.06207462
4164     MHK     0.02572690
4885     MHK    -0.07312894
5412     MHK     0.04693967
5685     MHK    -0.01572915
6099     MHK     0.02862879
6478     MHK     0.06980687
7453     MHK     0.00306587
7702     MHK    -0.00296636
8274     MHK     0.02466549
8655     MHK    -0.05655182
9160     MHK    -0.09696980
10308    MHK     0.05680237
10793    MHK    -0.09304357
11373    MHK     0.01465077
11582    MHK    -0.00460213
12513    MHK    -0.05445306
12932    MHK     0.05251872
13434    MHK    -0.04204396
13906    MHK     0.03223439
14233    MHK    -0.09674151
15181    MHK    -0.00405718
15449    MHK     0.02378107
15745    MHK    -0.00229174
16216    MHK    -0.01852942
17047    MHK     0.00691959

MKC
      ticker  signal_return
244      MKC    -0.00092617
824      MKC    -0.02219751
1831     MKC     0.01558794
2470     MKC     0.00561389
2761     MKC    -0.01461932
3154     MKC    -0.00833222
3945     MKC    -0.01370793
4650     MKC    -0.01812669
5163     MKC     0.02540972
5555     MKC    -0.02520398
5855     MKC    -0.04749584
6956     MKC     0.00227782
7411     MKC    -0.00571612
7822     MKC     0.00460228
8422     MKC     0.03002868
8623     MKC    -0.06397530
9409     MKC     0.00361706
9873     MKC    -0.02309679
10129    MKC    -0.02765367
10530    MKC    -0.07990859
10628    MKC     0.01914042
10900    MKC     0.02054388
11251    MKC     0.04882001
12433    MKC     0.04762005
13464    MKC     0.02439145
13907    MKC    -0.01841479
14722    MKC    -0.03942431
15227    MKC     0.00738471
15430    MKC     0.02322133
15835    MKC     0.01222618
16717    MKC     0.02900709
16970    MKC    -0.05731393

MLM
      ticker  signal_return
794      MLM    -0.01322576
1632     MLM     0.01042452
2104     MLM     0.03253341
2396     MLM     0.01383452
3344     MLM     0.00549494
4690     MLM     0.01097633
6436     MLM     0.03754060
7275     MLM     0.04942454
8205     MLM     0.00185097
8489     MLM     0.06017293
9594     MLM    -0.09945330
10142    MLM     0.10496403
10510    MLM    -0.01664070
11085    MLM     0.00971725
11423    MLM     0.03595782
11666    MLM     0.02238176
11926    MLM     0.05079292
12110    MLM    -0.00222802
12715    MLM     0.01744393
12980    MLM    -0.01000730
13509    MLM    -0.03531199
13876    MLM    -0.05495165
14325    MLM     0.11673453
15228    MLM    -0.06729714
15642    MLM     0.00057917
16441    MLM    -0.02884653

MMC
      ticker  signal_return
184      MMC    -0.00194275
479      MMC     0.02831310
862      MMC     0.01862882
1191     MMC     0.00207987
1809     MMC    -0.00458767
2278     MMC     0.02524622
3155     MMC     0.01088150
3416     MMC    -0.00713531
3702     MMC    -0.01505239
4822     MMC    -0.03628874
5122     MMC     0.04776317
5463     MMC     0.02634256
6300     MMC    -0.03059339
6849     MMC    -0.02774054
7339     MMC     0.01778433
7719     MMC    -0.01905144
8805     MMC     0.06208311
9922     MMC    -0.04220794
10375    MMC     0.02038209
10887    MMC     0.00815906
11144    MMC     0.02189008
11374    MMC     0.02049331
11583    MMC     0.00128638
11968    MMC     0.01754971
12127    MMC     0.01496966
12434    MMC    -0.00587967
13975    MMC     0.03562877
14546    MMC    -0.00989387
15336    MMC     0.05196884
15571    MMC     0.00407222
15954    MMC    -0.01677554
16785    MMC     0.02197038
17031    MMC    -0.00459595

MNST
      ticker  signal_return
280     MNST    -0.05365414
1108    MNST     0.02865809
1252    MNST     0.06350615
1592    MNST    -0.03053894
2018    MNST     0.00985368
2636    MNST    -0.02680795
3417    MNST    -0.02166763
3981    MNST    -0.11353527
4145    MNST    -0.05586939
4731    MNST     0.01767230
5164    MNST     0.06745852
5349    MNST    -0.00446165
6020    MNST     0.03416310
6617    MNST     0.08531396
7556    MNST    -0.04697044
8247    MNST     0.05187626
9643    MNST    -0.01441382
9828    MNST    -0.02971929
10629   MNST     0.09844773
11856   MNST     0.02998551
12247   MNST     0.01165762
12680   MNST     0.00552265
13510   MNST    -0.00628317
14276   MNST     0.10757393
15703   MNST    -0.11024720
15776   MNST    -0.01039797
16736   MNST     0.02832260

MO
      ticker  signal_return
594       MO     0.03839818
825       MO    -0.00556809
1296      MO     0.00090929
1848      MO     0.00198216
2483      MO     0.02361166
2762      MO     0.02857337
2990      MO     0.00985958
3129      MO     0.01083434
3418      MO    -0.01139884
3703      MO    -0.03969054
4402      MO     0.05306348
4602      MO     0.01966993
5165      MO     0.00906102
5556      MO    -0.01221114
6100      MO     0.05108867
6479      MO     0.01341342
6941      MO    -0.04898062
7633      MO    -0.03346510
8181      MO     0.02408855
9257      MO     0.08547273
10630     MO    -0.01883108
10929     MO     0.01259910
11455     MO    -0.02212692
11969     MO    -0.01261797
12307     MO     0.01548545
12514     MO     0.04164529
13511     MO    -0.01441839
13785     MO    -0.01414360
14873     MO     0.03066198
15126     MO     0.03173514
15381     MO     0.01920498
15643     MO     0.02296815
15856     MO    -0.03582032
16971     MO     0.02671222

MON
      ticker  signal_return
122      MON    -0.01266262
632      MON    -0.04044215
900      MON     0.03484362
1405     MON    -0.02308228
1832     MON    -0.02255179
2577     MON    -0.03557051
3073     MON     0.02008200
3530     MON    -0.03000473
3925     MON    -0.01129857
4651     MON     0.01330366
5279     MON     0.03066536
5917     MON    -0.02460715
6448     MON    -0.02070604
6913     MON    -0.04204246
7743     MON     0.08542058
8348     MON    -0.01690732
8806     MON     0.01780401
9069     MON     0.01244948
9874     MON    -0.01751976
10103    MON    -0.06486639
10468    MON     0.03788374
10849    MON    -0.05549731
11753    MON    -0.04843957
12001    MON     0.11286902
14249    MON    -0.00947591
14764    MON     0.01248527
15050    MON     0.00286282
15229    MON    -0.03208635
15688    MON     0.00483029
16324    MON    -0.00763985
16847    MON     0.00450356

MOS
      ticker  signal_return
845      MOS    -0.01046911
2302     MOS    -0.01862779
3443     MOS    -0.02885394
3691     MOS    -0.00000000
3982     MOS     0.00325839
4628     MOS     0.06849440
5397     MOS    -0.03233520
6231     MOS     0.02295682
6417     MOS     0.05209511
6631     MOS    -0.10799071
6970     MOS    -0.01202332
7098     MOS     0.00758424
8323     MOS    -0.03460077
8733     MOS     0.02013541
9076     MOS     0.12805793
9987     MOS    -0.00590587
10222    MOS     0.07131889
10559    MOS    -0.05133794
11086    MOS    -0.02163506
13373    MOS    -0.15499656
13620    MOS     0.01809822
13939    MOS    -0.02925797
14574    MOS     0.02140700
14811    MOS    -0.04915411
15182    MOS    -0.03715409
15884    MOS    -0.01973407
16139    MOS     0.02518119
16442    MOS     0.06371054
16653    MOS    -0.00564032
16972    MOS     0.01722617

MPC
      ticker  signal_return
145      MPC     0.02942741
364      MPC    -0.14842001
941      MPC     0.05343863
1132     MPC    -0.01220089
1448     MPC    -0.05697246
2357     MPC    -0.05884050
2880     MPC    -0.05979984
3531     MPC     0.04496274
3800     MPC    -0.10658458
4165     MPC    -0.00645882
4377     MPC    -0.07074165
4918     MPC    -0.12777727
5233     MPC     0.02695359
5436     MPC    -0.08840055
6127     MPC    -0.14796682
6408     MPC     0.07764876
7999     MPC     0.08396912
8807     MPC     0.04308099
9559     MPC     0.02186799
9812     MPC    -0.06746189
10376    MPC     0.12481681
10683    MPC     0.16042216
11754    MPC    -0.12070355
12349    MPC    -0.08441734
13093    MPC     0.03243139
13255    MPC    -0.01374429
13465    MPC    -0.01764615
14575    MPC     0.00127119
14812    MPC    -0.01338219
14974    MPC    -0.03629471
16553    MPC     0.02175160
17007    MPC    -0.06046470

MRK
      ticker  signal_return
302      MRK    -0.04554349
703      MRK    -0.03573743
1073     MRK    -0.00464225
1449     MRK     0.04817154
2042     MRK     0.01018139
2238     MRK    -0.01503989
2854     MRK    -0.05190297
4078     MRK    -0.05608947
4244     MRK     0.01380020
4934     MRK    -0.02650475
5667     MRK    -0.02399980
6047     MRK    -0.00574439
6772     MRK    -0.04647268
7196     MRK    -0.00904377
8656     MRK    -0.10329711
8808     MRK     0.07790824
10377    MRK     0.00313726
10610    MRK     0.00713925
11145    MRK    -0.00697919
11456    MRK     0.04443557
11703    MRK    -0.03180543
12281    MRK    -0.00195219
12435    MRK     0.02854163
13124    MRK    -0.00786044
13888    MRK    -0.05055228
14049    MRK     0.01158953
15337    MRK     0.01668766
15661    MRK    -0.00850035
16254    MRK    -0.03305561

MRO
      ticker  signal_return
990      MRO    -0.00218753
1686     MRO     0.05757421
2504     MRO    -0.00426804
2719     MRO    -0.00412145
3301     MRO     0.06259345
3507     MRO    -0.01809095
3849     MRO    -0.03904286
4256     MRO    -0.01611139
4629     MRO     0.14396069
5557     MRO     0.12781765
5747     MRO    -0.13624947
7064     MRO     0.01583488
7806     MRO     0.03135053
8206     MRO     0.11497620
8515     MRO     0.18629119
8809     MRO    -0.03926961
9988     MRO     0.06894171
10223    MRO     0.24941653
11534    MRO     0.09586435
11825    MRO    -0.17480272
12693    MRO    -0.03240724
13256    MRO    -0.09885362
14194    MRO    -0.08183522
14576    MRO     0.10748205
15815    MRO    -0.01003689
16486    MRO     0.00010193
16786    MRO     0.07376615

MS
      ticker  signal_return
45        MS    -0.03714146
562       MS    -0.01494003
863       MS     0.04706369
1651      MS    -0.07038827
1923      MS    -0.02085189
2660      MS    -0.05534199
3302      MS     0.01058540
3850      MS    -0.05210917
4245      MS    -0.00851569
4448      MS    -0.02037081
5625      MS     0.00573380
5856      MS    -0.05579987
6301      MS    -0.07417142
7065      MS     0.00671244
7286      MS     0.01101795
7454      MS     0.00823685
7634      MS     0.00203407
7841      MS    -0.06207120
8734      MS     0.06776924
9644      MS    -0.04328431
10224     MS     0.20768981
10665     MS     0.01108158
11731     MS    -0.03666591
12594     MS    -0.14777717
12901     MS    -0.00571942
13213     MS     0.05732698
13374     MS    -0.01976535
13832     MS     0.01129956
14034     MS    -0.01403797
14344     MS     0.17299176
14619     MS     0.06005113
14874     MS    -0.01543987
15358     MS     0.03798204
17008     MS    -0.02754124

MSFT
      ticker  signal_return
687     MSFT     0.05578919
1120    MSFT    -0.03849714
1614    MSFT    -0.03621448
2397    MSFT     0.04619816
3303    MSFT     0.00481001
3508    MSFT    -0.00501374
3753    MSFT    -0.01144226
4357    MSFT     0.03446772
5211    MSFT     0.01383393
6283    MSFT     0.00140746
7174    MSFT    -0.00250994
8924    MSFT    -0.05166511
9350    MSFT     0.11155715
9607    MSFT    -0.00338844
9875    MSFT    -0.00036225
10499   MSFT    -0.07041697
11402   MSFT     0.00543480
11667   MSFT    -0.10938324
11845   MSFT    -0.03175496
12595   MSFT    -0.09412689
12816   MSFT     0.06458550
13105   MSFT     0.00990035
14035   MSFT    -0.01605171
14875   MSFT     0.02028662
15263   MSFT    -0.00327282
16055   MSFT    -0.01163338
16255   MSFT     0.03840945
16620   MSFT     0.00617596
16927   MSFT    -0.02483198

MSI
      ticker  signal_return
220      MSI     0.01234279
648      MSI     0.00399841
1297     MSI     0.00060441
3772     MSI     0.01959323
4035     MSI     0.00032584
4257     MSI    -0.01514183
5087     MSI    -0.00799315
5918     MSI    -0.02266643
7086     MSI     0.00661378
7303     MSI    -0.02044163
7665     MSI    -0.02522816
8443     MSI     0.07707185
8657     MSI    -0.00691831
9023     MSI    -0.03944823
9410     MSI    -0.04468396
9756     MSI    -0.01258230
10469    MSI    -0.02138869
10930    MSI     0.00451086
11424    MSI    -0.00516523
12515    MSI    -0.02878006
13106    MSI     0.07868380
13280    MSI     0.02087055
13435    MSI    -0.03514491
14250    MSI    -0.11770541
14476    MSI     0.00595388
14778    MSI     0.02418743
15382    MSI    -0.02943075
15915    MSI    -0.01310759

MTB
      ticker  signal_return
86       MTB    -0.00294972
1074     MTB    -0.01322576
1924     MTB    -0.03973082
2239     MTB     0.00717890
2430     MTB     0.00724880
3304     MTB     0.00804963
4079     MTB    -0.03692956
4403     MTB     0.00518529
4935     MTB    -0.03026155
5626     MTB    -0.04131424
6128     MTB    -0.00078020
6831     MTB     0.00236500
7183     MTB    -0.02403922
7842     MTB    -0.04101383
8182     MTB     0.01072131
8810     MTB     0.03784451
10225    MTB     0.12402331
10560    MTB    -0.03958339
10850    MTB    -0.05942151
11584    MTB     0.04153843
12596    MTB    -0.08220423
14122    MTB     0.09023716
14446    MTB     0.07212410
14683    MTB     0.06012592
14946    MTB    -0.01049946
15230    MTB     0.00369231
15471    MTB     0.00101867
15746    MTB    -0.04589603
16158    MTB    -0.04932760
17009    MTB    -0.03437449

MTD
      ticker  signal_return
87       MTD     0.03145084
563      MTD     0.00113154
1032     MTD    -0.02458206
1704     MTD    -0.07265016
1925     MTD    -0.05107811
2456     MTD     0.01257224
2637     MTD    -0.02473935
3258     MTD    -0.00934925
3595     MTD    -0.01327791
3821     MTD    -0.01626115
4166     MTD     0.01261683
4707     MTD    -0.00825491
5253     MTD     0.05550853
5464     MTD    -0.01428184
5857     MTD    -0.03124620
6359     MTD    -0.00415266
6877     MTD    -0.02833763
7720     MTD     0.00700297
8590     MTD     0.06619921
9110     MTD    -0.04547909
9560     MTD     0.06183388
9757     MTD    -0.02664606
11341    MTD     0.02491792
12002    MTD     0.00259663
12184    MTD    -0.00972958
12902    MTD     0.02412445
13735    MTD    -0.03199537
14326    MTD    -0.02868885
15325    MTD     0.06603711
15572    MTD     0.01690643
16217    MTD     0.04086825
16509    MTD     0.03600725
16718    MTD     0.04075179
16973    MTD    -0.00436777

MU
      ticker  signal_return
185       MU     0.02290395
340       MU    -0.08123002
901       MU     0.11236552
1145      MU     0.04872472
1535      MU    -0.00968225
2019      MU    -0.02503948
2494      MU     0.02550229
2661      MU    -0.15123927
2763      MU     0.01891846
2991      MU     0.01979550
3112      MU     0.07990826
3380      MU     0.03207182
3596      MU     0.01923697
4613      MU    -0.24401196
4823      MU    -0.11124457
5509      MU    -0.01214533
6101      MU     0.05808407
6344      MU    -0.12837481
6762      MU    -0.01259689
6931      MU    -0.04579268
7682      MU     0.02818222
7913      MU     0.11011919
8624      MU     0.06018224
9973      MU    -0.01062709
10378     MU     0.24054846
11891     MU    -0.00498754
12169     MU    -0.06495790
12436     MU    -0.10733954
12981     MU    -0.01303621
13197     MU     0.10059365
13346     MU    -0.00950690
14547     MU    -0.02054326
14853     MU     0.11552169
15293     MU    -0.01164739
15782     MU     0.00895470
16014     MU     0.00316067
16824     MU     0.02699393

MYL
      ticker  signal_return
88       MYL    -0.00908036
303      MYL    -0.00661244
864      MYL     0.07414276
1092     MYL    -0.07172533
1593     MYL    -0.04357213
2120     MYL     0.16912234
4054     MYL    -0.01388479
5123     MYL     0.04407810
5510     MYL    -0.06902943
6773     MYL     0.03709982
7010     MYL     0.05741844
7175     MYL    -0.06448593
8226     MYL     0.19343111
8811     MYL     0.06933967
9099     MYL     0.07260148
9728     MYL     0.02764435
10851    MYL    -0.12935804
11846    MYL     0.09808398
12903    MYL     0.02531251
13107    MYL     0.01573548
13417    MYL    -0.03732326
13719    MYL     0.01545545
14277    MYL    -0.09546994
15510    MYL     0.09631358
16159    MYL     0.00853111

NAVI
      ticker  signal_return
3718    NAVI    -0.00055571
4952    NAVI     0.06097226
5180    NAVI     0.03970137
5380    NAVI     0.00858784
5858    NAVI    -0.06707716
7763    NAVI     0.01024544
8133    NAVI     0.03659323
8423    NAVI     0.04882236
8735    NAVI     0.13293264
9180    NAVI    -0.02042624
10226   NAVI     0.17666512
11146   NAVI    -0.01345689
11585   NAVI     0.09459410
12516   NAVI    -0.11635385
12904   NAVI    -0.03830255
13125   NAVI    -0.02650085
13447   NAVI    -0.10158835
14036   NAVI    -0.02201227
14381   NAVI     0.12389411
15791   NAVI    -0.00750601
15977   NAVI    -0.04655234
16242   NAVI    -0.05455315
16654   NAVI    -0.08109455

NBL
      ticker  signal_return
46       NBL     0.01276389
480      NBL     0.08042610
1488     NBL     0.02588344
1785     NBL    -0.05225561
2505     NBL    -0.02404270
2720     NBL    -0.02065072
3444     NBL    -0.02127879
3926     NBL    -0.01215607
4708     NBL     0.06077444
5558     NBL     0.11448429
5748     NBL    -0.09594423
6000     NBL    -0.11337130
7066     NBL    -0.05477399
7953     NBL     0.07443259
8183     NBL     0.05489264
8465     NBL    -0.04886071
8925     NBL    -0.00798854
9258     NBL    -0.02142455
9561     NBL    -0.02587846
10423    NBL     0.00796541
11252    NBL    -0.09866283
11755    NBL     0.00198666
12265    NBL    -0.01667602
14684    NBL     0.06664911
15623    NBL     0.07295490
16000    NBL    -0.05085340
16443    NBL    -0.00929047
16825    NBL    -0.04124993

NDAQ
      ticker  signal_return
403     NDAQ     0.07350484
942     NDAQ     0.05466127
2550    NDAQ     0.04721232
3509    NDAQ     0.00128551
3719    NDAQ     0.06261072
4246    NDAQ    -0.01180433
4462    NDAQ    -0.03588763
4886    NDAQ    -0.02494881
5511    NDAQ     0.04990201
5859    NDAQ    -0.02306117
6480    NDAQ     0.00820743
7412    NDAQ     0.00581397
8516    NDAQ     0.02929787
9313    NDAQ     0.07556384
10631   NDAQ    -0.01119142
10888   NDAQ     0.02401057
11042   NDAQ     0.01376050
11857   NDAQ    -0.03142455
12772   NDAQ     0.02980869
13011   NDAQ    -0.00736756
13889   NDAQ     0.00180832
14123   NDAQ    -0.03404067
14889   NDAQ    -0.01380944
15306   NDAQ     0.00339655
15747   NDAQ    -0.01451323
16468   NDAQ     0.01605505
17048   NDAQ    -0.00606084

NEE
      ticker  signal_return
780      NEE     0.00486674
1705     NEE     0.01216601
2086     NEE    -0.00786658
2368     NEE     0.00881157
2529     NEE     0.00511137
2721     NEE     0.02082145
3532     NEE    -0.02346732
5088     NEE     0.05562165
5860     NEE     0.00094411
6284     NEE    -0.03095431
6725     NEE    -0.07125980
7896     NEE    -0.03657173
8184     NEE     0.00439519
8466     NEE     0.01675605
9004     NEE    -0.02240060
10511    NEE     0.05503824
10684    NEE    -0.00366685
10941    NEE     0.00223887
11203    NEE     0.01036279
11892    NEE    -0.01212749
12225    NEE     0.02673306
12597    NEE    -0.00431018
13786    NEE    -0.05091055
14382    NEE     0.02764156
15286    NEE     0.03322296
15573    NEE     0.03683562
15916    NEE    -0.01028776
16487    NEE     0.01916897
16719    NEE     0.03243549

NEM
      ticker  signal_return
404      NEM    -0.08274128
1133     NEM     0.02000070
1873     NEM    -0.09825198
2381     NEM    -0.09028083
2803     NEM    -0.09636934
3113     NEM    -0.02787045
4111     NEM    -0.02091189
4496     NEM     0.05067025
4683     NEM     0.01330397
5015     NEM     0.18962086
6173     NEM     0.11912803
6586     NEM    -0.09335744
7378     NEM     0.00584156
8039     NEM     0.17884701
8294     NEM     0.07305957
8544     NEM    -0.11681878
8988     NEM     0.01437394
9242     NEM    -0.02783906
10512    NEM    -0.20744775
10651    NEM     0.17825816
11043    NEM     0.02454768
11513    NEM     0.07064100
11847    NEM     0.00664655
12029    NEM    -0.08880962
12681    NEM     0.05495478
13012    NEM     0.07398982
13787    NEM    -0.05454348
14477    NEM    -0.05721117
15368    NEM    -0.01326631
15885    NEM    -0.01834914
16974    NEM    -0.06877163

NFLX
      ticker  signal_return
304     NFLX    -0.00906692
595     NFLX    -0.05022786
1748    NFLX     0.04818727
2002    NFLX     0.03881990
2194    NFLX    -0.03492736
2585    NFLX    -0.03260715
3259    NFLX     0.02998822
3597    NFLX    -0.06249172
4232    NFLX     0.00029212
4949    NFLX    -0.04674745
5749    NFLX    -0.04831829
6202    NFLX     0.09197728
6508    NFLX     0.02990660
7074    NFLX    -0.00992364
7353    NFLX     0.04313648
7522    NFLX     0.06478690
8114    NFLX     0.05150455
8490    NFLX     0.02365526
9729    NFLX     0.09624135
10578   NFLX     0.03006908
11535   NFLX    -0.14619030
12003   NFLX    -0.15850473
12598   NFLX    -0.11750955
13753   NFLX    -0.02796210
13976   NFLX     0.03726318
15019   NFLX     0.06723464
15383   NFLX    -0.00097270
16056   NFLX    -0.03533256
16325   NFLX     0.03423886
16554   NFLX    -0.01591078
16787   NFLX    -0.03127201

NFX
      ticker  signal_return
341      NFX     0.05556985
596      NFX     0.00517131
1192     NFX     0.09727958
2207     NFX     0.02119713
2450     NFX     0.06965754
2722     NFX     0.01834362
2942     NFX     0.03104336
3098     NFX     0.06365049
3352     NFX     0.11558294
3567     NFX    -0.06375451
3822     NFX    -0.11903884
4630     NFX     0.34438041
4936     NFX    -0.22560207
5686     NFX    -0.14930864
6077     NFX    -0.23564754
6533     NFX    -0.00454340
6991     NFX     0.01133231
7223     NFX    -0.11608380
8349     NFX    -0.14364042
8926     NFX    -0.21156758
9229     NFX     0.08043882
10031    NFX     0.01048098
10309    NFX     0.12323821
11204    NFX    -0.00719212
11536    NFX     0.04789532
11826    NFX    -0.01529969
12072    NFX    -0.01712838
12404    NFX    -0.00256859
12817    NFX    -0.03906129
13108    NFX     0.02379520
13683    NFX    -0.08699028
14302    NFX    -0.05975370
14685    NFX     0.01448983
15644    NFX     0.09038049
16788    NFX     0.08234315

NI
      ticker  signal_return
525       NI     0.01447900
991       NI    -0.02717643
1357      NI     0.00606798
1594      NI     0.00000000
2020      NI     0.02460078
2881      NI    -0.02267547
3082      NI     0.00213675
3419      NI     0.00806351
4268      NI    -0.01222322
4614      NI    -0.02428868
5124      NI    -0.02703191
5936      NI    -0.01331951
6360      NI    -0.01831471
6774      NI    -0.05069497
7427      NI     0.03415071
7764      NI    -0.06288699
8295      NI    -0.02762409
8979      NI    -0.01652930
9191      NI     0.02764663
9314      NI    -0.01804236
9774      NI    -0.03143779
10543     NI     0.04123287
10896     NI     0.02126296
11065     NI     0.01769958
11425     NI    -0.00553311
11704     NI    -0.03008641
12004     NI     0.00333334
12226     NI     0.03218299
12638     NI     0.01819992
13375     NI     0.01861306
13788     NI    -0.00347524
14251     NI     0.01551126
15550     NI     0.04527611
16326     NI    -0.00636188
16699     NI     0.06580290

NKE
      ticker  signal_return
47       NKE     0.01948637
261      NKE    -0.00244732
564      NKE     0.00171064
809      NKE     0.00787050
1687     NKE     0.03479938
1957     NKE    -0.05933069
2328     NKE    -0.05496955
3552     NKE     0.00346977
3946     NKE    -0.03009280
4247     NKE     0.02565478
4603     NKE    -0.02614898
4981     NKE     0.03586711
5212     NKE     0.02369260
5413     NKE     0.02064865
6345     NKE     0.00065295
6671     NKE    -0.02367035
6897     NKE    -0.02231018
7428     NKE    -0.02841945
7783     NKE     0.03585875
8040     NKE     0.01515991
8275     NKE     0.02304729
9127     NKE    -0.00048012
9315     NKE     0.01792976
9829     NKE    -0.03936301
10310    NKE    -0.01706328
10794    NKE    -0.08977826
11313    NKE    -0.08124089
12050    NKE     0.02581138
12517    NKE    -0.07753837
13281    NKE    -0.01232387
13696    NKE     0.01532815
13961    NKE     0.01679715
14234    NKE    -0.01022565
15051    NKE    -0.01250600
15431    NKE     0.04507258
15960    NKE    -0.05463544
16621    NKE    -0.00397089

NLSN
      ticker  signal_return
89      NLSN     0.02411091
386     NLSN     0.04378731
734     NLSN     0.01257878
1004    NLSN     0.06060505
1193    NLSN     0.04050047
2121    NLSN     0.01280427
3510    NLSN     0.00886330
3983    NLSN    -0.03704127
4437    NLSN     0.00914267
4652    NLSN     0.04694382
5698    NLSN     0.00044267
5947    NLSN    -0.06621644
6618    NLSN    -0.06051013
8373    NLSN     0.01451893
8927    NLSN    -0.06437893
9362    NLSN    -0.01515652
10531   NLSN    -0.06091910
10632   NLSN    -0.01822994
10889   NLSN     0.05331452
11044   NLSN     0.03094318
11457   NLSN    -0.01413118
11705   NLSN    -0.04549685
12248   NLSN    -0.01297516
12599   NLSN    -0.07208423
12905   NLSN    -0.03209423
13994   NLSN    -0.19536651
14070   NLSN     0.02214930
14500   NLSN    -0.01487661
14723   NLSN    -0.01391368
15144   NLSN    -0.03621065
15450   NLSN     0.00921044
16327   NLSN    -0.02005762
16985   NLSN     0.00215170

NOC
      ticker  signal_return
102      NOC     0.00062357
526      NOC     0.06514020
846      NOC     0.01149335
1109     NOC    -0.05335079
1421     NOC     0.00906390
1652     NOC    -0.04006939
2176     NOC     0.00997078
3801     NOC    -0.01416637
4295     NOC     0.02579798
4474     NOC    -0.03492431
5107     NOC     0.00265018
5465     NOC     0.05233154
5861     NOC    -0.03904461
6232     NOC     0.04087822
6437     NOC     0.02254698
7256     NOC    -0.02329193
7784     NOC    -0.03487078
8115     NOC    -0.02874144
8397     NOC    -0.01089866
9288     NOC     0.01734406
9496     NOC    -0.04729522
11375    NOC     0.01773882
11827    NOC     0.03475143
12308    NOC    -0.01791038
12682    NOC    -0.00369586
13512    NOC    -0.03664582
14124    NOC     0.06061172
14501    NOC     0.00270421
15662    NOC    -0.00227999
16287    NOC     0.00000000
16789    NOC     0.00453682
17062    NOC    -0.00812038

NOV
      ticker  signal_return
186      NOV    -0.00151038
481      NOV     0.00773342
943      NOV    -0.02496192
1749     NOV     0.02743547
2586     NOV     0.04312936
2804     NOV    -0.04233566
3196     NOV     0.03069065
3445     NOV     0.05891715
3658     NOV     0.02892568
3823     NOV    -0.05335713
4278     NOV    -0.05555983
4531     NOV     0.06781368
4824     NOV    -0.04450122
5559     NOV     0.07865592
6078     NOV     0.01547752
6302     NOV     0.03111615
6832     NOV    -0.05193573
7683     NOV    -0.03303084
8000     NOV     0.07655218
8207     NOV     0.02067257
8545     NOV     0.06552903
9945     NOV    -0.02476542
10227    NOV     0.02161026
10685    NOV    -0.04708804
11858    NOV    -0.14549421
12282    NOV    -0.03971840
13697    NOV    -0.00525226
14252    NOV    -0.11470268
14854    NOV    -0.02488069
15689    NOV    -0.07579384
16218    NOV     0.05655115
16488    NOV    -0.02289382
16790    NOV    -0.04820571

NRG
      ticker  signal_return
565      NRG    -0.02739829
1093     NRG    -0.04950598
2358     NRG     0.03093369
2495     NRG     0.03517951
2805     NRG     0.03250418
3099     NRG     0.02599727
3369     NRG     0.00921915
3754     NRG     0.06077661
4080     NRG    -0.00601606
4919     NRG    -0.03905657
5213     NRG    -0.03051991
5750     NRG    -0.05873111
6188     NRG    -0.05955840
6672     NRG    -0.01653631
7954     NRG     0.05977174
8227     NRG    -0.03840088
8491     NRG    -0.04631586
8980     NRG     0.04879016
9077     NRG     0.03790451
9440     NRG     0.02586850
9730     NRG     0.10795215
9923     NRG    -0.14169244
11011    NRG     0.13013336
11828    NRG     0.05339143
12170    NRG    -0.14070867
13148    NRG     0.02126902
13408    NRG     0.02974848
14125    NRG    -0.13608359
14855    NRG    -0.02684179
15041    NRG     0.19318105
15338    NRG     0.02365575
15836    NRG     0.01555587
16045    NRG     0.00000000
16444    NRG     0.05540681

NSC
      ticker  signal_return
187      NSC     0.00895490
387      NSC     0.10691705
704      NSC    -0.01406925
1194     NSC     0.01823356
1422     NSC    -0.01387857
2003     NSC    -0.03731415
2348     NSC     0.01688022
3008     NSC     0.02589665
3130     NSC    -0.00834829
3446     NSC     0.00657007
3755     NSC    -0.01030937
4330     NSC     0.03253425
5280     NSC    -0.00214638
7049     NSC    -0.03788406
7413     NSC     0.04992823
7666     NSC    -0.01903576
7897     NSC     0.02752729
8296     NSC     0.01565863
8812     NSC     0.01876956
9666     NSC     0.07539676
10424    NSC     0.09768235
11253    NSC     0.00205104
11769    NSC    -0.01183761
12600    NSC    -0.10407958
12843    NSC    -0.00696482
13347    NSC    -0.03540289
13736    NSC    -0.02208423
14383    NSC     0.05167784
14686    NSC     0.01046543
15052    NSC     0.01678473
15183    NSC     0.04095094
15605    NSC    -0.01246300
16807    NSC    -0.02173370

NTAP
      ticker  signal_return
48      NTAP    -0.01624920
649     NTAP     0.00745217
1653    NTAP    -0.00854016
2311    NTAP     0.05084839
2806    NTAP     0.02341486
3637    NTAP    -0.01986685
3824    NTAP     0.02355513
4136    NTAP     0.01535907
4279    NTAP     0.01658374
4497    NTAP    -0.04766177
6001    NTAP     0.02591090
6285    NTAP    -0.03522718
6481    NTAP    -0.04647073
6922    NTAP    -0.00375862
7489    NTAP    -0.06607181
8061    NTAP    -0.01781424
8690    NTAP    -0.04882214
9051    NTAP    -0.08914873
9274    NTAP     0.04453043
9989    NTAP     0.06446876
10228   NTAP     0.14534656
11871   NTAP    -0.00385522
12933   NTAP     0.02425945
13137   NTAP     0.23466166
13296   NTAP     0.01334299
14235   NTAP    -0.05239574
14548   NTAP    -0.02580434
15432   NTAP     0.04087287
15748   NTAP    -0.01853860
16949   NTAP     0.01447054

NTRS
      ticker  signal_return
316     NTRS    -0.02501970
735     NTRS     0.00905299
1075    NTRS    -0.00013411
1298    NTRS     0.03199079
1536    NTRS     0.00930836
2312    NTRS     0.04299728
3825    NTRS    -0.00592032
4233    NTRS     0.01000421
4475    NTRS    -0.03842841
4937    NTRS    -0.03931903
6129    NTRS    -0.06461382
6409    NTRS     0.00751318
6619    NTRS    -0.01960222
6814    NTRS    -0.02736419
7132    NTRS     0.00520008
7455    NTRS    -0.00910236
7703    NTRS     0.00580759
8813    NTRS     0.05503639
9608    NTRS     0.04854600
10311   NTRS     0.10605541
10561   NTRS     0.01836804
10852   NTRS    -0.10013588
11586   NTRS     0.06665320
12128   NTRS    -0.02516488
12601   NTRS    -0.07224147
13833   NTRS    -0.01076708
14327   NTRS     0.10131179
14724   NTRS     0.05289585
17032   NTRS     0.02461034

NUE
      ticker  signal_return
188      NUE    -0.03352868
566      NUE     0.03197499
795      NUE    -0.00545576
1786     NUE     0.00637797
2623     NUE    -0.01961601
2992     NUE    -0.02379478
3553     NUE    -0.00284785
4167     NUE     0.00502000
4313     NUE     0.04946502
4825     NUE    -0.08043743
5982     NUE     0.06688890
6850     NUE    -0.05397862
7197     NUE    -0.02513157
7955     NUE     0.01861249
8228     NUE    -0.05421694
8928     NUE    -0.02666825
9070     NUE     0.04750662
10016    NUE    -0.05076718
10379    NUE     0.04432703
11012    NUE     0.07412488
11254    NUE     0.02638459
11587    NUE     0.03049384
12283    NUE    -0.04323184
12749    NUE    -0.00887552
13513    NUE    -0.04141119
14328    NUE     0.15038640
14596    NUE     0.06883237
15307    NUE    -0.08256875
16655    NUE    -0.05123093
17080    NUE    -0.06980451

NVDA
      ticker  signal_return
49      NVDA     0.00095435
835     NVDA    -0.05805448
902     NVDA    -0.02276925
1537    NVDA    -0.02412737
2061    NVDA     0.09913322
2781    NVDA    -0.04025967
3353    NVDA    -0.04157400
3904    NVDA    -0.06446798
4314    NVDA    -0.02755421
4826    NVDA    -0.09263519
5512    NVDA    -0.03181811
6482    NVDA    -0.00701795
6673    NVDA     0.01646037
6898    NVDA    -0.08002495
7956    NVDA     0.01149725
8546    NVDA    -0.06375212
9192    NVDA     0.10471095
9411    NVDA    -0.02459579
9645    NVDA    -0.00138498
9876    NVDA     0.00669510
10500   NVDA    -0.07768485
10728   NVDA    -0.17612254
11293   NVDA     0.05719128
11588   NVDA     0.01539531
12017   NVDA     0.11591304
12171   NVDA     0.00341881
12437   NVDA     0.04752253
12773   NVDA     0.06799276
12982   NVDA     0.03913242
13178   NVDA     0.03201918
13611   NVDA     0.07239006
14050   NVDA     0.00788848
14478   NVDA     0.06895719
14917   NVDA     0.07820971
16555   NVDA     0.13422012
16808   NVDA     0.05573561

NWL
      ticker  signal_return
482      NWL     0.05666155
1094     NWL     0.02151322
1450     NWL    -0.01054600
2382     NWL     0.00478633
2662     NWL    -0.05626696
3305     NWL     0.01249416
3685     NWL    -0.02545306
3984     NWL     0.03062237
4296     NWL     0.01990698
4515     NWL    -0.00172216
4938     NWL    -0.09297206
5350     NWL     0.01561360
5668     NWL     0.01785762
5885     NWL    -0.01741971
6483     NWL     0.00580992
6980     NWL    -0.03801776
7704     NWL     0.01041298
8116     NWL    -0.03179424
8424     NWL     0.00976525
8676     NWL    -0.08407780
8929     NWL    -0.09076942
9181     NWL    -0.09162554
9680     NWL    -0.00557353
9877     NWL    -0.03079226
10380    NWL     0.05883281
10795    NWL    -0.10018075
11294    NWL     0.05389577
11872    NWL     0.01598016
12983    NWL     0.08857392
13198    NWL    -0.01875745
14205    NWL     0.03195025
14725    NWL    -0.02692303
15369    NWL    -0.04983394
15663    NWL     0.00000000
16469    NWL    -0.13723495
16520    NWL     0.01642512
16826    NWL     0.00821513
17063    NWL    -0.02607637

NWS
      ticker  signal_return
50       NWS    -0.00641589
662      NWS    -0.00622702
1706     NWS     0.10628908
3615     NWS    -0.01249306
4653     NWS     0.08850658
4950     NWS    -0.05598732
6410     NWS     0.06920422
6632     NWS    -0.05746970
7115     NWS    -0.03646071
7322     NWS    -0.02777956
7605     NWS     0.03385470
8021     NWS    -0.04558288
8930     NWS    -0.03170077
9161     NWS    -0.12454824
9527     NWS    -0.10335277
10174    NWS     0.04924793
10729    NWS     0.01436442
11342    NWS    -0.04908961
12375    NWS    -0.01282617
12984    NWS     0.03924976
13179    NWS     0.02418326
13754    NWS    -0.07870402
14051    NWS     0.05448819
15451    NWS    -0.01481509
16057    NWS    -0.07579384
16885    NWS     0.00356507

NWSA
      ticker  signal_return
51      NWSA    -0.01477132
663     NWSA    -0.00173661
1121    NWSA    -0.01684487
1750    NWSA     0.03133897
2240    NWSA    -0.05034620
3616    NWSA    -0.01129333
4654    NWSA     0.08351770
6411    NWSA     0.06315380
6633    NWSA    -0.06148508
7116    NWSA    -0.03170843
7323    NWSA    -0.04180883
7684    NWSA    -0.02910527
8529    NWSA    -0.01697353
8931    NWSA    -0.02349483
9162    NWSA    -0.12382208
9528    NWSA    -0.11114924
10175   NWSA     0.04976950
10730   NWSA    -0.00000000
11458   NWSA    -0.02565240
12518   NWSA    -0.06268370
12934   NWSA     0.01650332
13149   NWSA     0.03901857
13331   NWSA     0.00142959
13755   NWSA    -0.07554832
14052   NWSA     0.05956504
14345   NWSA    -0.00257180
15452   NWSA    -0.01745775
16809   NWSA     0.01845752

O
      ticker  signal_return
688        O    -0.06609877
1076       O     0.01692066
1815       O     0.01598218
2087       O     0.07257106
3447       O    -0.00173598
3692       O    -0.00934794
4438       O     0.02549882
5060       O     0.04377766
5809       O     0.03672773
6002       O     0.04815529
6233       O     0.00642535
7224       O     0.03295016
7581       O    -0.01469808
7898       O    -0.04702023
8398       O    -0.00041740
9020       O    -0.09430376
9363       O     0.02764266
9878       O    -0.01352447
10017      O     0.01144959
10229      O    -0.00152207
10544      O     0.03727207
10853      O    -0.02171613
11255      O     0.01417753
11486      O     0.00681731
11942      O    -0.08112335
12369      O     0.06675659
12694      O     0.00487037
13066      O    -0.05924804
13514      O    -0.05730538
13834      O    -0.00996312
14161      O     0.08179900
15453      O     0.03322927
16489      O     0.03577024

OKE
      ticker  signal_return
633      OKE     0.01188960
826      OKE    -0.01183034
1055     OKE     0.00016962
1432     OKE     0.03913858
1669     OKE     0.02843372
2122     OKE    -0.01645239
2764     OKE     0.02022924
2943     OKE    -0.01402766
3260     OKE    -0.01676833
3480     OKE    -0.00015075
4055     OKE    -0.08081792
4258     OKE     0.01493756
4766     OKE    -0.02784013
5687     OKE    -0.02935392
6079     OKE    -0.08374164
7050     OKE    -0.00724160
7528     OKE     0.06939909
8022     OKE    -0.03012432
8492     OKE     0.00196326
8932     OKE    -0.12435827
9182     OKE    -0.21154053
9681     OKE    -0.03038124
9889     OKE     0.25667466
10058    OKE    -0.29281941
11045    OKE     0.12759274
11295    OKE    -0.08283158
11537    OKE     0.11354946
11829    OKE     0.09496677
12030    OKE     0.03386169
12249    OKE     0.02062834
12395    OKE     0.01273632
13257    OKE    -0.04978824
13448    OKE    -0.01982667
13698    OKE    -0.02030627
14577    OKE     0.06249737
14813    OKE     0.02508131
15886    OKE    -0.01634085
16490    OKE    -0.00968140
16986    OKE     0.01454118

OMC
      ticker  signal_return
634      OMC     0.03533527
1333     OMC    -0.00829880
2601     OMC    -0.00085911
2835     OMC    -0.03172516
3481     OMC     0.01455832
3890     OMC    -0.04342815
4554     OMC     0.04053104
4827     OMC    -0.06885041
5181     OMC     0.02287059
5381     OMC     0.04354215
5669     OMC    -0.01440169
6634     OMC    -0.02952039
7540     OMC     0.02080872
7744     OMC     0.03576879
8933     OMC    -0.01853965
9412     OMC    -0.01490543
9933     OMC    -0.02169283
10130    OMC    -0.10802843
10312    OMC    -0.00141723
10962    OMC     0.00467494
11147    OMC     0.04034056
11376    OMC     0.01842819
11668    OMC    -0.01942499
12602    OMC    -0.08604404
13418    OMC    -0.03151804
13977    OMC     0.02074037
14549    OMC    -0.01082835
16397    OMC    -0.01210375
16656    OMC    -0.04289624
16975    OMC    -0.02974476

ORCL
      ticker  signal_return
189     ORCL    -0.00562548
871     ORCL     0.00660637
1110    ORCL    -0.04907357
1334    ORCL     0.02667709
1654    ORCL    -0.02664714
2218    ORCL    -0.03394582
2530    ORCL    -0.03030627
2993    ORCL    -0.00095397
3306    ORCL    -0.04338607
4555    ORCL     0.00650848
5513    ORCL    -0.02686837
5810    ORCL    -0.03683327
6775    ORCL    -0.03460061
7765    ORCL    -0.10979896
7957    ORCL    -0.01259608
8248    ORCL    -0.00227187
8814    ORCL     0.03468242
9562    ORCL    -0.04187076
10059   ORCL     0.01553858
10313   ORCL     0.00687288
11087   ORCL     0.08132527
12818   ORCL    -0.01165628
13598   ORCL    -0.00920723
13908   ORCL    -0.00916597
14655   ORCL     0.00516543
15472   ORCL     0.03585470
15941   ORCL    -0.02322856
16886   ORCL    -0.02453975

ORLY
      ticker  signal_return
428     ORLY    -0.04272464
1159    ORLY    -0.06746103
1507    ORLY     0.02237762
1980    ORLY     0.04706203
3261    ORLY    -0.00582745
3686    ORLY    -0.05983390
4248    ORLY    -0.00325453
4887    ORLY    -0.14262945
4982    ORLY     0.10849593
5234    ORLY    -0.00502345
5560    ORLY     0.04937891
5886    ORLY    -0.02685056
6396    ORLY    -0.01159209
6815    ORLY     0.01991158
7153    ORLY    -0.03989897
7843    ORLY    -0.00408583
8084    ORLY     0.02490971
8565    ORLY    -0.06608735
9441    ORLY     0.04988285
10162   ORLY     0.04326121
10963   ORLY     0.00324985
11330   ORLY    -0.02605641
12018   ORLY    -0.02923314
12704   ORLY    -0.00921733
12985   ORLY     0.01738012
14162   ORLY    -0.03701396
15326   ORLY    -0.06200435
16110   ORLY    -0.06161154
16419   ORLY    -0.06576605
16987   ORLY     0.04655305

ORPHAN
       ticker  signal_return
90     ORPHAN     0.04056252
262    ORPHAN     0.04057752
429    ORPHAN     0.04382639
751    ORPHAN     0.04588867
944    ORPHAN     0.04997688
1160   ORPHAN     0.04869389
1335   ORPHAN     0.05422787
1508   ORPHAN     0.06013255
1751   ORPHAN     0.06262811
2004   ORPHAN     0.06001392
2208   ORPHAN     0.06200251
2369   ORPHAN     0.06022716
2551   ORPHAN     0.05638180
2723   ORPHAN     0.05744000
2897   ORPHAN     0.07399669
3058   ORPHAN     0.06364142
3262   ORPHAN     0.06371533
3482   ORPHAN     0.06225824
3670   ORPHAN     0.06910655
3874   ORPHAN     0.06510963
4103   ORPHAN     0.07818065
4259   ORPHAN     0.07060451
4416   ORPHAN     0.05802427
4604   ORPHAN     0.05595407
4888   ORPHAN     0.07264642
5089   ORPHAN     0.07130920
5314   ORPHAN     0.06479002
5561   ORPHAN     0.06363879
5751   ORPHAN     0.07649757
5973   ORPHAN     0.07473973
...       ...            ...
11013  ORPHAN     0.09471879
11256  ORPHAN     0.09082719
11487  ORPHAN     0.09299427
11732  ORPHAN     0.09950694
11913  ORPHAN     0.09143675
12073  ORPHAN     0.10061514
12266  ORPHAN     0.09397655
12405  ORPHAN     0.09774057
12750  ORPHAN     0.09455011
12952  ORPHAN     0.09603018
13150  ORPHAN     0.10008478
13305  ORPHAN     0.08832201
13515  ORPHAN     0.09638352
13668  ORPHAN     0.09370326
13909  ORPHAN     0.09635450
14126  ORPHAN     0.09263453
14479  ORPHAN     0.10778890
14656  ORPHAN     0.10412062
14911  ORPHAN     0.09693688
14992  ORPHAN     0.10675624
15134  ORPHAN     0.11169284
15359  ORPHAN     0.09773950
15606  ORPHAN     0.09522264
15816  ORPHAN     0.11025042
16015  ORPHAN     0.10464369
16131  ORPHAN     0.10267561
16382  ORPHAN     0.10025738
16579  ORPHAN     0.09124667
16827  ORPHAN     0.10503682
17064  ORPHAN     0.08763040

[85 rows x 2 columns]

OXY
      ticker  signal_return
245      OXY     0.01611228
483      OXY    -0.00942866
1056     OXY    -0.05786255
1224     OXY    -0.02683785
1707     OXY     0.03196026
2105     OXY     0.00302383
2279     OXY     0.00786249
3114     OXY     0.01559195
3360     OXY     0.01363501
4655     OXY     0.10078702
5562     OXY     0.02429351
5752     OXY    -0.10672645
8023     OXY     0.05051018
8276     OXY     0.01172822
8934     OXY    -0.06650487
9163     OXY    -0.13776503
9260     OXY     0.00363857
9563     OXY    -0.00810366
10314    OXY     0.00718416
10917    OXY    -0.01829834
11538    OXY     0.05413260
11830    OXY    -0.01573198
12438    OXY    -0.02823290
13599    OXY    -0.02626063
14303    OXY    -0.02418336
15645    OXY     0.03088765
16420    OXY    -0.00802428

PAYX
      ticker  signal_return
190     PAYX    -0.02436280
527     PAYX     0.02891863
992     PAYX     0.00598253
1336    PAYX    -0.00156024
1926    PAYX    -0.02734545
3483    PAYX    -0.00505599
4331    PAYX     0.01500263
4572    PAYX     0.01042857
5037    PAYX     0.04785213
6252    PAYX    -0.00526322
6449    PAYX     0.03639731
6674    PAYX     0.01193249
6851    PAYX    -0.03581910
7746    PAYX     0.01474280
9216    PAYX     0.03591268
9413    PAYX     0.02613474
9646    PAYX     0.03058799
10230   PAYX     0.06909134
11205   PAYX     0.01323288
12157   PAYX    -0.00184230
12439   PAYX     0.08575222
13449   PAYX    -0.03069041
13699   PAYX     0.02340214
14236   PAYX    -0.02564943
14814   PAYX     0.01891037
15664   PAYX     0.00917955
17049   PAYX    -0.03173271

PBCT
      ticker  signal_return
528     PBCT    -0.03192852
1077    PBCT    -0.01880512
1538    PBCT    -0.04442229
1874    PBCT     0.00352485
3307    PBCT     0.00603826
3533    PBCT     0.00066423
4709    PBCT    -0.00706218
5862    PBCT    -0.04073952
6852    PBCT    -0.01675742
7456    PBCT     0.01339733
7635    PBCT     0.01250798
7823    PBCT    -0.01546582
8935    PBCT    -0.03550669
9497    PBCT    -0.00417537
10231   PBCT     0.08555649
10545   PBCT    -0.03385410
11706   PBCT    -0.05567978
12603   PBCT    -0.09636060
13317   PBCT     0.01693361
14163   PBCT     0.09654522
14502   PBCT    -0.00485569
14726   PBCT     0.02194445
15749   PBCT    -0.04731842
15978   PBCT    -0.01059982
16160   PBCT    -0.01997966
16657   PBCT    -0.01251133

PCAR
      ticker  signal_return
1299    PCAR     0.01546954
1927    PCAR    -0.14618783
2106    PCAR     0.05592991
2398    PCAR     0.00829266
3018    PCAR    -0.02462102
3638    PCAR    -0.01952014
4010    PCAR    -0.01518821
4449    PCAR     0.04018187
4656    PCAR    -0.01518391
5166    PCAR     0.02313975
5489    PCAR     0.00543121
6152    PCAR     0.05265653
7117    PCAR    -0.02411949
8062    PCAR    -0.03941627
8736    PCAR     0.04626950
9128    PCAR    -0.03910495
9900    PCAR     0.04160705
10060   PCAR    -0.04354636
10471   PCAR    -0.06679331
10874   PCAR     0.02594553
11046   PCAR     0.01614714
11616   PCAR     0.06536688
12519   PCAR    -0.01962528
12986   PCAR    -0.00722273
13258   PCAR     0.00016794
14071   PCAR    -0.01377332
14525   PCAR     0.02873320
14727   PCAR     0.04538359
15231   PCAR    -0.02307112
15473   PCAR    -0.04478360
16161   PCAR    -0.03197593
16580   PCAR     0.00780946

PCG
      ticker  signal_return
345      PCG    -0.03216975
827      PCG    -0.05283341
1849     PCG     0.04542530
2391     PCG    -0.02195812
2692     PCG     0.00682446
3263     PCG     0.03652892
4036     PCG    -0.04493882
5108     PCG     0.03304913
5603     PCG     0.00792504
5811     PCG     0.02291369
6067     PCG     0.06198287
6314     PCG    -0.08587849
6726     PCG    -0.03316054
7685     PCG    -0.00218319
8607     PCG    -0.05826141
9005     PCG    -0.02882044
10634    PCG     0.00544862
10964    PCG    -0.02253519
11257    PCG     0.02162748
12185    PCG     0.03326574
12683    PCG     0.01089166
13516    PCG    -0.05392012
13789    PCG    -0.03524373
15111    PCG     0.00177893
15339    PCG     0.02297851
15607    PCG     0.02475298
15979    PCG     0.00151620
16828    PCG    -0.00635392

PDCO
      ticker  signal_return
736     PDCO     0.02197891
903     PDCO    -0.05550449
1928    PDCO    -0.02353645
2349    PDCO    -0.02932903
2578    PDCO    -0.04224614
3074    PDCO    -0.00076443
4081    PDCO    -0.06229862
4556    PDCO    -0.00410976
5125    PDCO     0.06930552
5351    PDCO     0.04232540
5640    PDCO    -0.00450175
6021    PDCO     0.04086249
7087    PDCO    -0.00276508
7287    PDCO    -0.01072741
7785    PDCO    -0.00844230
8678    PDCO    -0.14796230
9006    PDCO    -0.01185033
9164    PDCO    -0.08549543
9758    PDCO    -0.09459249
10381   PDCO     0.05180248
11403   PDCO    -0.03181139
12145   PDCO     0.02883930
13245   PDCO    -0.02131246
14127   PDCO    -0.08985815
14447   PDCO    -0.19546569
14597   PDCO    -0.00930941
15474   PDCO     0.05193040
15750   PDCO    -0.00196314
16684   PDCO    -0.10019547
16887   PDCO    -0.00638572

PEG
      ticker  signal_return
635      PEG    -0.01884626
1225     PEG     0.00094177
1464     PEG    -0.01237129
2005     PEG     0.07870501
2531     PEG     0.02996092
2693     PEG     0.03426353
3905     PEG     0.01563841
4732     PEG     0.01373256
5038     PEG     0.03793687
5812     PEG    -0.03343667
6203     PEG    -0.04903850
6484     PEG    -0.05573290
7457     PEG    -0.04006699
7730     PEG     0.00277463
8658     PEG    -0.06957241
9332     PEG    -0.05145071
9959     PEG    -0.03077975
10611    PEG     0.03696020
10918    PEG     0.01763555
11099    PEG     0.02183830
11377    PEG    -0.00689361
12129    PEG    -0.02801413
13214    PEG     0.01298117
13517    PEG    -0.06289604
13790    PEG    -0.02739897
14448    PEG    -0.03460893
14876    PEG     0.02269141
15112    PEG    -0.00360930
15665    PEG    -0.01647798
16491    PEG    -0.00710442

PEP
      ticker  signal_return
705      PEP     0.00987895
1929     PEP     0.00497609
2133     PEP    -0.05767529
2602     PEP     0.01455216
2836     PEP     0.00126619
3131     PEP     0.00163353
3420     PEP     0.00862412
3720     PEP    -0.00120846
4498     PEP    -0.00849696
5214     PEP     0.01556611
5514     PEP    -0.02464467
6450     PEP    -0.01333554
7414     PEP    -0.01615012
8493     PEP     0.01984072
8936     PEP    -0.01349984
9351     PEP     0.01210452
10472    PEP    -0.00979642
11148    PEP    -0.00326265
11404    PEP     0.01382934
11970    PEP    -0.05279084
12705    PEP     0.02880496
14449    PEP     0.01051514
14728    PEP    -0.06139058
15511    PEP     0.03277625
15783    PEP     0.00747920
15980    PEP     0.00276971
16140    PEP    -0.00857464
16720    PEP     0.03268337

PFE
      ticker  signal_return
484      PFE     0.03721819
872      PFE     0.01612173
1810     PFE    -0.06768247
2043     PFE     0.00344450
2219     PFE    -0.03504700
2663     PFE    -0.07046533
2923     PFE    -0.00278445
3756     PFE    -0.04762805
3985     PFE    -0.00104475
5515     PFE     0.01753033
6438     PFE     0.01482370
6914     PFE    -0.01465754
8134     PFE     0.00766722
8399     PFE    -0.00317948
8937     PFE    -0.01237257
10473    PFE     0.00561335
10707    PFE    -0.01675539
11488    PFE     0.04763546
11733    PFE     0.00510282
12074    PFE     0.03466198
12284    PFE    -0.02237615
12695    PFE     0.02963795
13067    PFE    -0.05231034
13518    PFE    -0.00468111
13720    PFE     0.01694956
13962    PFE     0.02460800
14237    PFE    -0.04660530
15536    PFE     0.02940524
16658    PFE    -0.01478315
16988    PFE    -0.07023095

PFG
      ticker  signal_return
485      PFG     0.05667607
945      PFG     0.03394923
1752     PFG     0.06652532
3224     PFG     0.04108839
3448     PFG     0.03113552
4200     PFG     0.03623179
4889     PFG    -0.03783962
6130     PFG     0.00394396
6338     PFG    -0.09486454
7473     PFG    -0.01295256
8324     PFG     0.01403980
8608     PFG    -0.10161957
8981     PFG     0.01270050
9647     PFG    -0.02179499
9974     PFG    -0.00748902
10232    PFG     0.13867558
10666    PFG    -0.06859359
11707    PFG    -0.01071566
12130    PFG    -0.02017544
12440    PFG    -0.06807877
12520    PFG    -0.05240629
13049    PFG     0.00321165
13318    PFG     0.01620783
13638    PFG     0.05587391
14164    PFG     0.07756938
14765    PFG    -0.02779141
15475    PFG     0.00722141
15751    PFG     0.00417803
15942    PFG    -0.01712398
16383    PFG    -0.02548304
17050    PFG    -0.03319678

PG
      ticker  signal_return
706       PG     0.01173895
904       PG     0.00929796
1615      PG     0.00374919
1833      PG     0.00193386
2608      PG    -0.00426724
2837      PG    -0.01469632
3513      PG    -0.03311231
3986      PG    -0.05815665
4104      PG     0.02496797
4532      PG    -0.01472886
5039      PG     0.04556414
5298      PG    -0.00974961
5563      PG    -0.00977894
5813      PG    -0.02186780
6286      PG     0.01279980
6727      PG    -0.02485194
7225      PG     0.00188029
7542      PG    -0.00610456
8041      PG    -0.00110193
8468      PG     0.01145277
8691      PG     0.05990814
9443      PG    -0.01913558
9998      PG     0.00488264
10635     PG    -0.00860591
11066     PG    -0.00408066
11708     PG    -0.02652546
12441     PG     0.01835562
13068     PG     0.00703457
13319     PG    -0.01906570
13654     PG     0.00258123
14014     PG    -0.01947243
14450     PG    -0.00600891
15145     PG    -0.00045751
15433     PG     0.02648719
16421     PG     0.00876490
16685     PG    -0.03118446

PGR
      ticker  signal_return
191      PGR     0.02074148
1033     PGR    -0.00362582
1539     PGR     0.02082181
1787     PGR     0.00729754
2882     PGR     0.01312407
3421     PGR    -0.01613256
3773     PGR     0.03025441
4011     PGR    -0.04752875
4684     PGR    -0.03531412
5040     PGR     0.03755419
5331     PGR     0.00220507
6485     PGR    -0.01489785
6853     PGR    -0.02019529
7721     PGR     0.01214301
8042     PGR     0.05281200
8692     PGR    -0.05826255
9261     PGR     0.02823139
9498     PGR    -0.06200206
10382    PGR     0.01947024
10875    PGR     0.02865347
11014    PGR     0.03256449
11258    PGR     0.02916993
12362    PGR    -0.02733939
13126    PGR    -0.03580335
13519    PGR     0.00288508
14480    PGR     0.00630349
14657    PGR     0.02441657
14912    PGR     0.01189816
15053    PGR     0.01131515
15232    PGR    -0.00314625
15454    PGR     0.03239573
15752    PGR     0.00724731
16659    PGR     0.03813618
16928    PGR     0.03981871

PH
      ticker  signal_return
192       PH     0.01155121
567       PH     0.03135108
993       PH    -0.00315095
1195      PH     0.04133054
1406      PH    -0.00220351
1930      PH    -0.07893909
2865      PH    -0.01154122
3264      PH     0.00070624
3927      PH     0.04570338
4890      PH    -0.12862072
5090      PH     0.04578863
5382      PH     0.00778749
6153      PH     0.02936037
7415      PH    -0.03395968
7958      PH     0.00920545
8249      PH     0.03791880
8815      PH     0.01497430
9111      PH    -0.08700287
10315     PH     0.02626092
10919     PH     0.05296554
11206     PH     0.01031590
11635     PH     0.02002330
12521     PH    -0.05492657
13109     PH     0.04181679
13835     PH    -0.02930846
14384     PH     0.04685408
14729     PH    -0.00328132
15105     PH     0.00735748
15476     PH     0.01549006
15753     PH     0.00716939
16328     PH    -0.03266780

PHM
      ticker  signal_return
1095     PHM    -0.04755083
1395     PHM     0.00354521
2209     PHM    -0.07480345
3328     PHM    -0.01390174
3598     PHM    -0.02669462
3947     PHM     0.00830340
4828     PHM    -0.13690013
5254     PHM     0.08219854
6048     PHM    -0.07896394
7154     PHM     0.01361251
7606     PHM    -0.03117969
8609     PHM    -0.04211149
8982     PHM    -0.08560019
9414     PHM     0.00055081
9990     PHM    -0.05547546
10316    PHM    -0.02315765
11149    PHM    -0.01533436
11734    PHM    -0.04696701
12720    PHM     0.07428680
12935    PHM    -0.01428925
13621    PHM    -0.04063535
14072    PHM     0.01410002
15184    PHM     0.04376750
15690    PHM     0.06060945
16179    PHM    -0.07000067

PKG
      ticker  signal_return
123      PKG    -0.05685670
636      PKG    -0.01603962
1595     PKG    -0.03802620
2062     PKG     0.00277162
2280     PKG    -0.02981694
3484     PKG    -0.02832248
3826     PKG    -0.01166238
4117     PKG    -0.04735604
4657     PKG     0.05303470
5126     PKG     0.02473723
5490     PKG     0.02524716
5814     PKG    -0.02230955
6189     PKG    -0.06826329
6509     PKG     0.00204881
7118     PKG     0.01459454
7686     PKG    -0.00326965
7863     PKG     0.05394076
8277     PKG    -0.00254237
8566     PKG    -0.08706158
9112     PKG    -0.06397484
10032    PKG    -0.01485304
10383    PKG     0.14875660
10570    PKG    -0.00281294
10854    PKG    -0.04789051
11378    PKG     0.00810793
11589    PKG     0.06865824
12131    PKG     0.02958321
12856    PKG     0.04211866
13162    PKG    -0.00420114
13320    PKG     0.00279188
13660    PKG    -0.02050284
13963    PKG    -0.01001034
14503    PKG    -0.00384593
15185    PKG     0.03206088
16384    PKG     0.02219792
16598    PKG    -0.00545810
16888    PKG     0.01902628
17103    PKG     0.03489576

PKI
      ticker  signal_return
52       PKI    -0.01006364
1216     PKI     0.03741301
1489     PKI     0.03535297
1850     PKI     0.00520893
2838     PKI    -0.05088980
3265     PKI     0.00149621
3639     PKI    -0.03134853
4658     PKI     0.07082819
5437     PKI    -0.04143804
6816     PKI     0.06356755
7276     PKI    -0.00744918
7474     PKI    -0.02131553
7786     PKI    -0.03091087
8350     PKI    -0.02274162
8591     PKI     0.04158773
9165     PKI    -0.08120151
9499     PKI     0.01014643
9838     PKI    -0.06356848
10131    PKI    -0.14208251
10384    PKI     0.01755109
10731    PKI    -0.09958799
11459    PKI     0.01204938
11669    PKI     0.00640841
11927    PKI    -0.00517657
12132    PKI    -0.02312347
13050    PKI    -0.04509881
14073    PKI     0.00863767
15477    PKI    -0.00239301
15917    PKI     0.01900170
16329    PKI     0.06453852
16848    PKI     0.01510888

PLD
      ticker  signal_return
486      PLD     0.00149963
1161     PLD    -0.00422551
1981     PLD     0.02569040
2281     PLD    -0.01914187
3266     PLD    -0.01225462
4037     PLD    -0.02726437
4439     PLD     0.01773110
5167     PLD    -0.02135485
5516     PLD     0.02096908
5887     PLD     0.01918305
6080     PLD     0.05517588
6728     PLD    -0.07810938
7257     PLD    -0.00173978
7864     PLD     0.00962672
8576     PLD    -0.12103943
8983     PLD    -0.00137080
9352     PLD     0.03210325
10132    PLD    -0.07306687
10487    PLD     0.00455006
10855    PLD    -0.08200872
11259    PLD     0.03767999
11636    PLD     0.01285479
11914    PLD     0.00885248
12227    PLD     0.03686699
12857    PLD     0.05106760
13051    PLD    -0.00257259
13661    PLD    -0.09018572
13863    PLD    -0.04859098
14278    PLD     0.02590073
15020    PLD    -0.01840428
16111    PLD     0.01408474
16929    PLD     0.02938366

PM
      ticker  signal_return
828       PM    -0.01896790
1596      PM     0.02191701
1834      PM     0.01266802
2609      PM    -0.00562303
2839      PM     0.01344185
3100      PM     0.01688574
3381      PM    -0.04400977
3948      PM    -0.01526929
4953      PM     0.03440143
5761      PM    -0.01271742
6763      PM     0.00912670
6963      PM    -0.03649564
7075      PM    -0.01769327
7416      PM    -0.04380778
8938      PM    -0.01796380
9316      PM     0.03639254
10018     PM    -0.01345461
10636     PM    -0.01061048
10890     PM     0.00361070
11047     PM     0.05871795
11379     PM     0.02763406
12442     PM     0.01161045
12774     PM    -0.03614555
13836     PM    -0.00313055
14385     PM     0.05961162
15186     PM     0.05928487
15401     PM     0.03720247
15666     PM     0.02584218
15868     PM     0.02129769
16180     PM    -0.03720079
16721     PM     0.04853610

PNC
      ticker  signal_return
365      PNC    -0.06913325
1034     PNC    -0.00209836
1433     PNC    -0.00499969
1670     PNC    -0.01305907
2413     PNC     0.02953826
3329     PNC     0.00933378
3640     PNC    -0.06460773
4012     PNC     0.00316417
4939     PNC    -0.08358672
5235     PNC    -0.01654250
5670     PNC     0.01682375
6131     PNC    -0.03014350
6675     PNC     0.03186972
7636     PNC     0.00640366
8185     PNC    -0.00555866
8816     PNC     0.05136174
9648     PNC     0.00188897
9879     PNC    -0.01579613
10317    PNC     0.03460436
10856    PNC    -0.07157365
11735    PNC    -0.02738314
12133    PNC    -0.02128217
12522    PNC     0.00024670
13348    PNC     0.02249308
13837    PNC     0.00710853
14015    PNC     0.01700360
14329    PNC     0.13840797
14631    PNC     0.02598235
14947    PNC    -0.00586113
15086    PNC     0.00712249
15478    PNC     0.02233353
15754    PNC    -0.04389958

PNR
      ticker  signal_return
213      PNR     0.00228990
689      PNR     0.01029629
946      PNR     0.01395438
1217     PNR     0.06629054
1423     PNR    -0.00479244
2107     PNR     0.02395173
2282     PNR    -0.03048941
2765     PNR    -0.00211831
3617     PNR     0.00460027
3987     PNR    -0.06685751
4767     PNR    -0.06089231
6587     PNR    -0.07032721
7133     PNR    -0.02432574
7987     PNR    -0.07629217
8351     PNR    -0.05979324
8817     PNR     0.06970704
9071     PNR    -0.00683930
9595     PNR    -0.06282941
9999     PNR     0.01666044
10233    PNR     0.09577112
11048    PNR     0.05598940
11590    PNR     0.09148235
12819    PNR     0.00038978
13013    PNR     0.00936483
13180    PNR    -0.02850513
14074    PNR    -0.00017881
15233    PNR    -0.05928406
15918    PNR     0.00572430
16288    PNR     0.04360617
16536    PNR    -0.02360432

PNW
      ticker  signal_return
637      PNW    -0.02384512
1465     PNW    -0.01430640
1835     PNW    -0.04987007
2044     PNW     0.02678568
2241     PNW    -0.01102188
2724     PNW    -0.00039803
3568     PNW    -0.03232889
4056     PNW    -0.05409749
4920     PNW     0.03144111
5127     PNW     0.01166338
5564     PNW     0.03527127
5815     PNW     0.01313963
6175     PNW    -0.00822346
6676     PNW    -0.00618510
7277     PNW     0.00863506
7637     PNW    -0.00881063
7899     PNW    -0.06879158
8400     PNW     0.04558480
8625     PNW    -0.06233495
9317     PNW    -0.03064102
10637    PNW     0.01363011
10942    PNW     0.00837538
11207    PNW     0.03469653
11460    PNW    -0.01535103
12228    PNW     0.02631388
12523    PNW     0.03936873
13376    PNW     0.00080429
13791    PNW    -0.02862739
14902    PNW    -0.01599002
15402    PNW     0.02426724
15667    PNW     0.00208525
16141    PNW     0.01609330
16748    PNW     0.01618028

PPG
      ticker  signal_return
193      PPG    -0.00699659
529      PPG     0.04543563
1196     PPG    -0.00651607
1451     PPG     0.00546852
1931     PPG    -0.05349870
2210     PPG     0.02090561
3132     PPG     0.01275414
3569     PPG    -0.02208360
4659     PPG     0.05743231
5236     PPG     0.03138168
5438     PPG     0.03418941
5699     PPG     0.02355832
6510     PPG     0.00675225
7722     PPG     0.00634760
8250     PPG     0.01555328
8737     PPG     0.06078735
9100     PPG    -0.04744445
9798     PPG     0.00353037
10318    PPG     0.02218657
10796    PPG    -0.06037665
11067    PPG     0.06066480
11405    PPG     0.02060834
11617    PPG    -0.01531181
12524    PPG    -0.03707313
13520    PPG    -0.02361350
13877    PPG     0.01450780
15155    PPG    -0.00319744
15574    PPG    -0.01149494
15817    PPG    -0.02444693

PPL
      ticker  signal_return
447      PPL    -0.04431942
2045     PPL     0.03353683
2242     PPL     0.02656033
2506     PPL    -0.01158903
2883     PPL    -0.01294516
3115     PPL    -0.01622803
3554     PPL    -0.05280503
4057     PPL    -0.06485156
5061     PPL     0.05907946
5937     PPL    -0.04534921
6647     PPL     0.05816345
7475     PPL    -0.03279867
7667     PPL    -0.01613735
7865     PPL    -0.03048613
8547     PPL     0.01654957
9217     PPL     0.02390552
9415     PPL    -0.01536930
10638    PPL     0.01920963
11208    PPL     0.03040234
11461    PPL    -0.01716667
11873    PPL     0.01192342
12229    PPL     0.00309094
12384    PPL    -0.05331146
13151    PPL     0.02769020
13377    PPL     0.00018401
13792    PPL    -0.01538260
14924    PPL    -0.01747787
15327    PPL     0.01505069
15608    PPL     0.02087414
15919    PPL     0.01452810
16198    PPL    -0.00157604
16492    PPL     0.00932166
16722    PPL     0.01897590

PRAEST
       ticker  signal_return
53     PRAEST     0.04638834
263    PRAEST     0.05432365
448    PRAEST     0.04574404
767    PRAEST     0.05397404
994    PRAEST     0.04121656
1146   PRAEST     0.05554077
1300   PRAEST     0.04616390
1490   PRAEST     0.04477361
1722   PRAEST     0.04794932
1982   PRAEST     0.05829447
2195   PRAEST     0.06203015
2359   PRAEST     0.06371584
2496   PRAEST     0.06351534
2664   PRAEST     0.06187303
2866   PRAEST     0.06715021
3029   PRAEST     0.06782041
3174   PRAEST     0.05779984
3422   PRAEST     0.07636026
3659   PRAEST     0.06049222
3827   PRAEST     0.07435875
4058   PRAEST     0.06291913
4219   PRAEST     0.07612612
4378   PRAEST     0.06910133
4557   PRAEST     0.07617897
4768   PRAEST     0.07245323
5041   PRAEST     0.06687041
5281   PRAEST     0.06554046
5491   PRAEST     0.07734861
5719   PRAEST     0.07196764
5966   PRAEST     0.08166887
...       ...            ...
10983  PRAEST     0.08638973
11179  PRAEST     0.08382206
11426  PRAEST     0.09879845
11670  PRAEST     0.09259417
11880  PRAEST     0.08593031
12051  PRAEST     0.09365207
12230  PRAEST     0.09204629
12385  PRAEST     0.09768686
12716  PRAEST     0.10589041
12918  PRAEST     0.10053648
13127  PRAEST     0.10436695
13288  PRAEST     0.08884116
13450  PRAEST     0.09640571
13655  PRAEST     0.09493168
13878  PRAEST     0.08920291
14053  PRAEST     0.10631019
14386  PRAEST     0.09802795
14632  PRAEST     0.09105480
14890  PRAEST     0.08907909
14984  PRAEST     0.09020764
15113  PRAEST     0.10057355
15340  PRAEST     0.09834871
15575  PRAEST     0.09741492
15802  PRAEST     0.09443874
15992  PRAEST     0.09628400
16102  PRAEST     0.10227010
16289  PRAEST     0.09353694
16537  PRAEST     0.09030627
16749  PRAEST     0.10258083
17010  PRAEST     0.10461991

[85 rows x 2 columns]

PRGO
      ticker  signal_return
430     PRGO    -0.00106968
768     PRGO     0.10077390
1035    PRGO     0.00463138
1540    PRGO    -0.01832805
1983    PRGO    -0.08232432
2211    PRGO     0.01757899
2638    PRGO    -0.01684178
2944    PRGO    -0.01964491
3721    PRGO    -0.03204726
5128    PRGO    -0.03661332
5816    PRGO     0.00036390
6418    PRGO    -0.03737202
6833    PRGO    -0.04100802
7012    PRGO     0.03278982
8063    PRGO    -0.04727848
8660    PRGO    -0.07350604
8939    PRGO    -0.01265286
9113    PRGO     0.06669137
9416    PRGO    -0.08324617
10797   PRGO     0.09883547
11770   PRGO     0.27266018
12005   PRGO    -0.07884636
13163   PRGO    -0.02293270
14206   PRGO    -0.09575812
15087   PRGO     0.07310101
15792   PRGO     0.04529022
16067   PRGO    -0.02234231

PRU
      ticker  signal_return
737      PRU     0.04702579
947      PRU     0.00260516
1301     PRU    -0.00420355
1788     PRU     0.01132515
2665     PRU    -0.02820309
3225     PRU     0.02721180
3485     PRU    -0.00660795
4499     PRU    -0.07608783
4769     PRU     0.00156034
5919     PRU    -0.05182274
6132     PRU     0.05338311
6339     PRU    -0.05699001
7288     PRU     0.02625869
7582     PRU     0.02441500
7844     PRU    -0.07500821
8818     PRU     0.04650233
9596     PRU     0.00516191
10234    PRU     0.12134828
10798    PRU    -0.03035342
11591    PRU     0.04993960
12604    PRU    -0.09350205
13321    PRU     0.02415916
13585    PRU    -0.00598431
13793    PRU     0.02132328
14279    PRU     0.13462690
14578    PRU     0.03006935
14815    PRU     0.00943670
15434    PRU     0.02110822
15755    PRU    -0.02158070

PSA
      ticker  signal_return
194      PSA    -0.01165982
405      PSA     0.03414695
1021     PSA     0.02224495
2006     PSA     0.03946069
2243     PSA     0.00343492
2610     PSA     0.01125694
2782     PSA    -0.01452950
3851     PSA    -0.00692044
4201     PSA    -0.01695631
4440     PSA     0.00658473
5062     PSA     0.04941496
6003     PSA     0.04940724
6234     PSA     0.00747613
7687     PSA    -0.01302798
7900     PSA    -0.06590930
8187     PSA     0.01403758
8445     PSA     0.04082589
8661     PSA    -0.06761732
9204     PSA     0.02331428
9354     PSA     0.04051033
9799     PSA     0.02696952
9946     PSA     0.01625949
10799    PSA    -0.10259663
11165    PSA     0.05542207
11427    PSA    -0.03197444
12350    PSA    -0.06116795
13084    PSA     0.02948968
13282    PSA    -0.01224451
13521    PSA    -0.02425128
13794    PSA    -0.01479641
14165    PSA    -0.05992344
14993    PSA    -0.02633938
16181    PSA    -0.10941060
16398    PSA     0.00354050

PSX
      ticker  signal_return
530      PSX     0.03490287
873      PSX     0.04980158
1111     PSX     0.01556562
1302     PSX     0.03074708
1563     PSX    -0.04838067
2360     PSX    -0.03549765
2579     PSX    -0.00397813
2753     PSX     0.02546141
3175     PSX    -0.02134300
3486     PSX    -0.06539219
4202     PSX     0.00322804
4660     PSX     0.15950216
5753     PSX    -0.11359202
6102     PSX    -0.10589696
6511     PSX     0.00494728
7134     PSX    -0.01368691
8043     PSX    -0.00450314
8352     PSX    -0.07287826
8940     PSX    -0.10859280
9262     PSX    -0.02356709
9500     PSX     0.07104947
10235    PSX     0.02583385
11015    PSX     0.03485888
11260    PSX    -0.03114299
12721    PSX    -0.01137973
13466    PSX    -0.00062457
13700    PSX    -0.01714328
14526    PSX    -0.00743498
14816    PSX    -0.00264687
15308    PSX     0.02029773
15837    PSX    -0.02111848
16199    PSX    -0.04292172
17051    PSX    -0.00111683

PULCHE
       ticker  signal_return
54     PULCHE     0.04895320
264    PULCHE     0.05130565
431    PULCHE     0.05452800
738    PULCHE     0.05036959
905    PULCHE     0.05545335
1122   PULCHE     0.04655365
1253   PULCHE     0.04948735
1466   PULCHE     0.05714791
1708   PULCHE     0.06083418
1967   PULCHE     0.05750318
2160   PULCHE     0.06461647
2340   PULCHE     0.05564214
2471   PULCHE     0.05112829
2624   PULCHE     0.07073494
2807   PULCHE     0.06388507
2994   PULCHE     0.06018742
3116   PULCHE     0.06531493
3370   PULCHE     0.06195951
3570   PULCHE     0.06791479
3757   PULCHE     0.05750891
3988   PULCHE     0.05820408
4146   PULCHE     0.07504046
4297   PULCHE     0.06873218
4476   PULCHE     0.06697632
4673   PULCHE     0.06489339
4954   PULCHE     0.07566745
5182   PULCHE     0.06593386
5383   PULCHE     0.06762807
5641   PULCHE     0.07695815
5863   PULCHE     0.07400037
...       ...            ...
11016  PULCHE     0.09440063
11261  PULCHE     0.09584600
11481  PULCHE     0.09093109
11709  PULCHE     0.08273355
11893  PULCHE     0.08869817
12067  PULCHE     0.07758570
12250  PULCHE     0.09984330
12396  PULCHE     0.08291507
12722  PULCHE     0.09102668
12936  PULCHE     0.09123047
13138  PULCHE     0.09244475
13297  PULCHE     0.09178949
13467  PULCHE     0.10224056
13662  PULCHE     0.08415545
13890  PULCHE     0.08892717
14075  PULCHE     0.10494571
14451  PULCHE     0.10039464
14639  PULCHE     0.10387347
14903  PULCHE     0.09680900
14988  PULCHE     0.09021563
15114  PULCHE     0.09966195
15328  PULCHE     0.11059387
15576  PULCHE     0.10744997
15803  PULCHE     0.09778915
15993  PULCHE     0.09866831
16103  PULCHE     0.10355830
16290  PULCHE     0.09454238
16538  PULCHE     0.10260038
16750  PULCHE     0.09278638
17011  PULCHE     0.09916878

[86 rows x 2 columns]

PVH
      ticker  signal_return
232      PVH     0.01497588
906      PVH     0.01477591
1467     PVH    -0.08747741
1688     PVH     0.06000385
2898     PVH     0.03697746
3354     PVH     0.01984987
3704     PVH    -0.01046480
4013     PVH    -0.02408872
4332     PVH    -0.00954848
5959     PVH    -0.08277783
6154     PVH     0.00533672
6374     PVH    -0.01447955
6764     PVH    -0.03587432
7558     PVH     0.00746604
8004     PVH    -0.03208555
8941     PVH    -0.09594511
9129     PVH     0.04098096
9375     PVH     0.03887396
9711     PVH    -0.06992799
9901     PVH     0.11380097
10061    PVH    -0.01637495
10319    PVH     0.02279422
10965    PVH     0.06453852
11166    PVH     0.10644095
11406    PVH    -0.04117166
12386    PVH    -0.08289258
13199    PVH     0.03419354
13879    PVH    -0.04155326
14280    PVH    -0.06819543
14913    PVH     0.09594025
15106    PVH    -0.03271397
15360    PVH    -0.03092045
16001    PVH     0.03411462
16791    PVH    -0.01307823

PWR
      ticker  signal_return
531      PWR     0.05441669
781      PWR    -0.01880933
1407     PWR     0.02001655
2123     PWR     0.10300845
2313     PWR     0.00383562
2924     PWR     0.04322402
4220     PWR    -0.00458037
4829     PWR    -0.02062563
5587     PWR     0.09759349
5762     PWR    -0.10618274
7068     PWR    -0.00905591
7490     PWR    -0.02519025
7824     PWR    -0.05474340
8325     PWR     0.13289667
8942     PWR    -0.10572458
9333     PWR    -0.07055693
10320    PWR     0.05597767
11017    PWR     0.04564056
11296    PWR    -0.02275360
11710    PWR     0.01861123
12605    PWR    -0.15612190
12775    PWR     0.02994834
13014    PWR    -0.04390660
13259    PWR    -0.01542051
13684    PWR     0.03616833
14387    PWR     0.06588170
14687    PWR     0.03611342
15187    PWR    -0.02572228
15609    PWR    -0.02473810
16142    PWR    -0.03664446
16556    PWR     0.07362832
16849    PWR    -0.05704969

PX
      ticker  signal_return
124       PX    -0.01650066
568       PX    -0.00682651
1408      PX     0.01561750
1597      PX    -0.05229089
1932      PX    -0.06538172
3176      PX    -0.02096266
3989      PX    -0.01202357
4500      PX    -0.06309095
4661      PX     0.03592329
5888      PX    -0.03912935
6315      PX    -0.03168694
7367      PX    -0.03083337
8064      PX     0.00813013
8326      PX    -0.00150356
8819      PX     0.06137890
9516      PX    -0.02323912
10033     PX     0.01221971
10321     PX    -0.00306310
11068     PX     0.03690589
11407     PX     0.00494428
11637     PX     0.00975284
12606     PX    -0.08916617
12858     PX    -0.01053267
13235     PX     0.01025482
14304     PX    -0.01111702
14658     PX     0.01884940
16291     PX     0.04824418
16581     PX     0.01719634
16889     PX     0.01161105

PXD
      ticker  signal_return
55       PXD    -0.00123493
305      PXD     0.02668990
487      PXD    -0.01407001
1564     PXD    -0.00702980
2177     PXD     0.00092388
2945     PXD    -0.01675827
3133     PXD     0.05935021
3449     PXD    -0.02193736
4137     PXD    -0.02502537
4379     PXD     0.01040962
4662     PXD     0.10102662
5565     PXD     0.08734783
6699     PXD    -0.02963549
6899     PXD     0.05970315
7069     PXD    -0.02880939
7529     PXD    -0.00750422
7767     PXD     0.06562525
8024     PXD     0.06601263
8251     PXD    -0.01006409
8820     PXD     0.00480345
9218     PXD    -0.00052444
9597     PXD    -0.03764664
10062    PXD    -0.03157089
10426    PXD    -0.00026426
11150    PXD     0.00306011
11711    PXD     0.04522577
13139    PXD     0.06092447
13451    PXD    -0.03183264
13891    PXD    -0.04179492
15479    PXD    -0.05782138
16445    PXD    -0.02520192
17081    PXD    -0.00284369

PYPL
      ticker  signal_return
9564    PYPL    -0.03802111
10322   PYPL     0.04443804
10984   PYPL     0.03199447
11314   PYPL    -0.06502478
12319   PYPL     0.04705113
12607   PYPL    -0.12593684
13586   PYPL    -0.01083488
14037   PYPL    -0.07646286
14730   PYPL    -0.03081908
15668   PYPL    -0.00185917
16256   PYPL     0.11806198
16557   PYPL     0.02499138
16810   PYPL     0.01877172

QCOM
      ticker  signal_return
948     QCOM     0.03734631
1452    QCOM     0.00349557
1671    QCOM    -0.00671414
2063    QCOM    -0.01622620
2314    QCOM     0.01418463
2552    QCOM    -0.00764463
3641    QCOM    -0.01995327
3828    QCOM    -0.11394214
3875    QCOM     0.04954532
4830    QCOM    -0.06495966
5168    QCOM    -0.10266104
6316    QCOM    -0.10002364
7866    QCOM     0.05488367
8738    QCOM     0.07111015
9618    QCOM     0.05390406
9991    QCOM    -0.08294590
10385   QCOM    -0.03649220
10612   QCOM     0.01362765
10920   QCOM     0.04804182
12075   QCOM     0.01630718
12919   QCOM     0.01736873
13260   QCOM     0.01517807
13721   QCOM    -0.02628766
15146   QCOM     0.17131366
16723   QCOM    -0.00852581

QRVO
      ticker  signal_return
6854    QRVO    -0.01461351
7523    QRVO    -0.04618938
7825    QRVO    -0.09377395
8353    QRVO     0.24888672
8821    QRVO    -0.10977166
9166    QRVO    -0.07094857
9830    QRVO     0.00278649
10475   QRVO     0.09662325
10858   QRVO    -0.23001246
11321   QRVO    -0.02445110
12186   QRVO     0.05230927
12443   QRVO    -0.03955021
12859   QRVO     0.06194284
14305   QRVO    -0.07901815
14856   QRVO    -0.04801205
15127   QRVO     0.08702546
15403   QRVO     0.01499278
15920   QRVO    -0.01608222
16112   QRVO    -0.00548255
16622   QRVO     0.04071509

RCL
      ticker  signal_return
195      RCL    -0.02774655
664      RCL    -0.00449652
949      RCL     0.00660519
1303     RCL     0.05289014
1598     RCL    -0.02162135
1851     RCL     0.03175485
2196     RCL    -0.04372386
2431     RCL     0.02252184
3308     RCL    -0.00795409
3876     RCL    -0.01648252
4168     RCL     0.01030615
4315     RCL     0.04409049
4501     RCL    -0.06590477
4770     RCL    -0.06825925
5340     RCL     0.03835237
5604     RCL     0.00013028
5767     RCL     0.01724548
6049     RCL     0.00000000
7099     RCL     0.06359458
7304     RCL    -0.14905468
8085     RCL     0.00230289
8446     RCL     0.00044509
9042     RCL    -0.06577902
9444     RCL     0.01438728
10133    RCL    -0.14204458
10476    RCL     0.12815504
10667    RCL    -0.02206986
12351    RCL     0.09249431
13737    RCL    -0.06861174
14207    RCL     0.08941515
14857    RCL    -0.01231819
15234    RCL     0.07998129
15480    RCL    -0.00415369
15857    RCL     0.01348197
16399    RCL     0.00905829
16811    RCL    -0.00633276

RE
      ticker  signal_return
125       RE     0.02619811
317       RE     0.00882595
532       RE     0.01072466
847       RE     0.00510140
1616      RE     0.00504638
1933      RE    -0.05545484
2532      RE     0.01697372
2725      RE     0.01872513
3226      RE    -0.01062221
3671      RE    -0.00128436
3990      RE    -0.03788523
4298      RE    -0.01436596
5091      RE     0.02535972
5414      RE     0.01049553
5688      RE    -0.03269528
6375      RE     0.00549083
7417      RE    -0.01774694
7787      RE    -0.00437496
8044      RE     0.01486603
8822      RE     0.03237342
9759      RE     0.00431289
9935      RE    -0.03442764
10386     RE     0.02738628
10994     RE     0.01752780
11462     RE    -0.00801113
11928     RE     0.00813080
12086     RE     0.00446631
12333     RE     0.03740976
12987     RE     0.03295042
13378     RE    -0.01469081
14076     RE     0.03027131
14452     RE    -0.00171977
14877     RE     0.01431143
15088     RE     0.00801000
15384     RE     0.03051494
15756     RE    -0.00671516
16292     RE     0.02805135
17033     RE    -0.01549995

REG
      ticker  signal_return
638      REG    -0.03287275
1123     REG     0.01397421
2021     REG     0.02777330
2283     REG    -0.01354954
2726     REG     0.01086242
2946     REG    -0.00284414
3177     REG    -0.00462236
3487     REG    -0.01007747
3852     REG    -0.04611454
4118     REG     0.00820750
4995     REG     0.06893555
5642     REG     0.02961313
5889     REG     0.04237986
6081     REG     0.02199481
7259     REG    -0.04134432
7688     REG    -0.00294406
7867     REG    -0.02270783
9243     REG     0.02747006
9417     REG     0.01178217
10134    REG    -0.02388567
10546    REG     0.01898074
11018    REG     0.02684004
11262    REG    -0.02348419
11894    REG    -0.01813389
12309    REG    -0.00769380
12639    REG     0.01330018
13522    REG    -0.02463587
13756    REG     0.01790773
14166    REG     0.03715330
15156    REG    -0.01589813
15691    REG    -0.11799226
15818    REG    -0.02364537
16521    REG     0.00318322

REGN
      ticker  signal_return
103     REGN     0.05267008
281     REGN    -0.05667910
1261    REGN    -0.04739269
2046    REGN     0.03004751
3949    REGN     0.06279496
4138    REGN    -0.00236087
4299    REGN    -0.01127332
4955    REGN     0.06311044
5384    REGN     0.02671983
5689    REGN    -0.05185613
6817    REGN     0.01757491
7458    REGN     0.01977735
7638    REGN    -0.03225357
8230    REGN    -0.01237196
8495    REGN    -0.01959024
9167    REGN    -0.14882477
9565    REGN    -0.03626274
10387   REGN     0.03847904
10613   REGN     0.12252796
12376   REGN    -0.01203870
13015   REGN     0.00093911
13926   REGN     0.02821448
14195   REGN    -0.16530150
14504   REGN    -0.13789875
15188   REGN    -0.02757916
15921   REGN    -0.00924319
16446   REGN     0.12319623
16890   REGN     0.00743975

RF
      ticker  signal_return
214       RF    -0.00972455
569       RF    -0.05698388
1491      RF     0.07552561
1723      RF    -0.10717705
2414      RF     0.00000000
3041      RF    -0.04550736
3642      RF    -0.05872900
4082      RF    -0.04135738
4831      RF     0.01576491
5671      RF     0.01260381
5920      RF    -0.06191532
6103      RF     0.07173510
7368      RF     0.01075805
7639      RF    -0.00201563
7845      RF    -0.09039662
8823      RF     0.04332426
9649      RF    -0.00494806
9880      RF    -0.04163210
10323     RF     0.12211719
11638     RF     0.07066957
12052     RF     0.03666398
12608     RF    -0.11002723
13332     RF     0.01969637
13838     RF     0.02206325
14167     RF     0.11655227
14481     RF     0.04936372
14731     RF     0.05244915
15435     RF     0.01391212
15757     RF    -0.05463324
16200     RF    -0.03679591

RHI
      ticker  signal_return
342      RHI     0.03051210
1358     RHI     0.00460551
1655     RHI    -0.01415786
2773     RHI     0.04015879
2995     RHI     0.00642255
3134     RHI     0.02209205
3599     RHI    -0.00833686
3853     RHI    -0.06699156
4832     RHI    -0.07132784
5092     RHI     0.05575661
5315     RHI    -0.00869976
5817     RHI    -0.04012297
6363     RHI     0.01490487
6605     RHI    -0.02618674
7076     RHI     0.05644681
7324     RHI    -0.04904163
8327     RHI    -0.06036713
8943     RHI    -0.00292483
9951     RHI     0.01838404
10477    RHI    -0.01845200
10686    RHI     0.02216014
11335    RHI     0.00563636
12525    RHI    -0.05915774
14128    RHI     0.02154932
14453    RHI     0.08229052
14732    RHI     0.06667721
15000    RHI    -0.00827368
16162    RHI    -0.03446332

RHT
      ticker  signal_return
228      RHT     0.07623372
388      RHT    -0.02031933
1262     RHT     0.14653749
2284     RHT    -0.02816615
2507     RHT     0.05651666
2808     RHT    -0.00762026
3394     RHT     0.06890386
3950     RHT     0.02524060
4139     RHT     0.01361243
4891     RHT    -0.03533296
5341     RHT    -0.01372428
5864     RHT    -0.00796817
6942     RHT     0.00516181
7418     RHT    -0.00953124
8824     RHT     0.05207219
9566     RHT    -0.01318866
10478    RHT     0.12810044
10732    RHT    -0.04596554
12134    RHT     0.01975150
12397    RHT    -0.10772679
13639    RHT     0.03055136
14968    RHT    -0.04871393
15551    RHT     0.00635777
16035    RHT    -0.01538133
16385    RHT     0.00452746
16599    RHT    -0.00268037
16891    RHT    -0.03135053

RJF
      ticker  signal_return
318      RJF    -0.05327905
665      RJF     0.00312500
1036     RJF     0.01298586
1304     RJF     0.03742562
1541     RJF     0.00376365
3030     RJF    -0.00227531
3643     RJF    -0.03300889
4221     RJF     0.01779700
4502     RJF    -0.05884804
4940     RJF    -0.10030438
5237     RJF    -0.02456514
6133     RJF    -0.00810331
6677     RJF     0.01687876
7583     RJF     0.00638014
7826     RJF    -0.03759528
8739     RJF     0.07039770
9114     RJF    -0.04394705
9650     RJF    -0.01329325
10324    RJF     0.13479544
10562    RJF     0.02029808
11756    RJF    -0.04241257
12158    RJF    -0.05816781
12609    RJF    -0.10596138
13215    RJF     0.00664803
13379    RJF    -0.03035823
13656    RJF     0.01387120
14168    RJF     0.08326540
14505    RJF     0.01430721
14733    RJF    -0.01546387
15054    RJF    -0.02344440
15235    RJF     0.01104838
15512    RJF     0.03477847
16660    RJF    -0.02788834
17012    RJF    -0.02156174

RL
      ticker  signal_return
366       RL    -0.03315018
829       RL    -0.04834710
1672      RL     0.04010531
1934      RL    -0.02245839
2840      RL     0.02764474
3514      RL     0.03417893
4169      RL     0.02655525
4333      RL     0.00220099
5352      RL     0.02540585
5948      RL    -0.05953808
6376      RL     0.01980692
6730      RL    -0.00943012
8328      RL     0.05384826
8592      RL     0.09982034
9619      RL    -0.06154938
10325     RL    -0.02278735
10708     RL     0.01874038
11981     RL    -0.10579829
12820     RL     0.02385839
13164     RL     0.04483951
14454     RL     0.05412666
14925     RL     0.03891515
15089     RL    -0.03815917
15341     RL    -0.02398877
16539     RL    -0.21632568
16582     RL     0.14466267

RMD
      ticker  signal_return
126      RMD    -0.01129530
389      RMD     0.00712888
1162     RMD     0.03076504
1789     RMD     0.00479727
2694     RMD     0.06206749
2968     RMD    -0.00718508
3267     RMD     0.03637461
3758     RMD    -0.06191648
4941     RMD    -0.10063217
5517     RMD    -0.00111899
5768     RMD     0.03960560
6050     RMD     0.11780220
6749     RMD     0.07166389
6992     RMD    -0.01321455
7260     RMD     0.12441272
8825     RMD     0.02565975
9318     RMD     0.01724788
9567     RMD    -0.01366212
9801     RMD    -0.04479781
10078    RMD     0.02895418
11151    RMD    -0.07551080
11771    RMD    -0.07238654
12398    RMD     0.03389616
12751    RMD     0.02177332
13052    RMD     0.02211145
14129    RMD     0.03112494
15076    RMD     0.08356836
15481    RMD     0.01637660
15758    RMD    -0.02021670
16950    RMD     0.08127906

ROK
      ticker  signal_return
570      ROK    -0.00900620
1057     ROK    -0.01867063
1359     ROK     0.00453865
1673     ROK    -0.04111453
2178     ROK     0.02603504
2565     ROK    -0.00317713
3951     ROK    -0.01283337
4631     ROK     0.08456542
5627     ROK    -0.08860836
6512     ROK    -0.00144294
7380     ROK     0.00682761
7706     ROK    -0.01230711
8297     ROK     0.01263247
8740     ROK     0.02956150
9101     ROK    -0.01682027
10034    ROK    -0.01488566
10236    ROK     0.08367470
10995    ROK     0.00355174
11209    ROK     0.03771328
11618    ROK    -0.01881694
12205    ROK    -0.01354152
12444    ROK    -0.04081508
12610    ROK    -0.09622633
13738    ROK    -0.04634098
14388    ROK     0.03873547
14688    ROK     0.01381484
15090    ROK     0.07648509
15759    ROK     0.00634719
16330    ROK    -0.01897494

ROP
      ticker  signal_return
196      ROP    -0.01331397
1337     ROP     0.02739494
1656     ROP    -0.02011996
2666     ROP    -0.05638135
2959     ROP     0.00028435
3101     ROP     0.02985917
3450     ROP    -0.00673816
4833     ROP    -0.06405357
5093     ROP     0.01924123
5492     ROP    -0.04733932
6155     ROP    -0.05637360
6397     ROP     0.03747298
6818     ROP     0.02113900
8354     ROP    -0.03423229
8944     ROP    -0.03554944
9263     ROP     0.00875617
9453     ROP     0.01492282
9760     ROP    -0.01837821
10388    ROP     0.05579276
10652    ROP    -0.02151010
11463    ROP    -0.03984433
12146    ROP    -0.00250109
12334    ROP     0.02475626
12953    ROP    -0.04985958
13283    ROP     0.03207638
13701    ROP    -0.03438320
14130    ROP    -0.04165827
14598    ROP    -0.00152464
14878    ROP     0.00069943
15236    ROP     0.01266995
15436    ROP     0.03742156
15760    ROP     0.00454450
16331    ROP     0.02528314
16792    ROP     0.00917498

ROST
      ticker  signal_return
127     ROST     0.02658658
306     ROST    -0.01709677
571     ROST     0.04384300
907     ROST    -0.04313544
1724    ROST     0.04382848
3059    ROST    -0.02225097
3534    ROST    -0.00406229
3722    ROST     0.01720839
4203    ROST     0.09810364
4834    ROST     0.03759223
5282    ROST     0.07859310
5566    ROST    -0.00767234
5921    ROST     0.03805778
6588    ROST     0.06631552
6900    ROST    -0.03320867
7499    ROST    -0.00805724
8117    ROST    -0.00631641
8517    ROST     0.03452082
9598    ROST    -0.11087326
9712    ROST    -0.14900468
9822    ROST     0.03261714
10640   ROST    -0.04564014
11019   ROST     0.00840031
11982   ROST     0.01910118
12878   ROST     0.04364752
13200   ROST     0.00221554
14550   ROST     0.02754332
16085   ROST    -0.00109899
16600   ROST    -0.01717326

RRC
      ticker  signal_return
367      RRC    -0.01705541
1208     RRC     0.01260775
1725     RRC    -0.01486631
2727     RRC    -0.01667076
3515     RRC     0.01174136
3693     RRC     0.05895124
3991     RRC    -0.00132205
4417     RRC     0.08987954
4691     RRC    -0.00620415
5643     RRC     0.00687131
6004     RRC     0.01654248
6317     RRC    -0.10981311
7000     RRC     0.06067689
7261     RRC    -0.04045495
7788     RRC     0.06516372
8025     RRC     0.14630226
8425     RRC     0.07582743
8945     RRC    -0.08540366
9168     RRC    -0.07934206
9454     RRC    -0.13727180
9936     RRC     0.18281983
10513    RRC    -0.27748354
11069    RRC     0.04984529
11539    RRC     0.04425729
11831    RRC     0.02987403
12251    RRC     0.00466884
13165    RRC    -0.05753687
13600    RRC    -0.03599495
14054    RRC     0.07255582
15610    RRC     0.08611524
16470    RRC     0.03958973
16751    RRC     0.08422848

RSG
      ticker  signal_return
782      RSG     0.02217513
1005     RSG    -0.01548196
1617     RSG    -0.00342733
1935     RSG    -0.06977439
2566     RSG     0.01183104
3178     RSG     0.03355368
3395     RSG     0.03903501
4097     RSG     0.01614385
5129     RSG    -0.00428051
5818     RSG     0.00388911
6254     RSG    -0.00930923
8188     RSG     0.04815878
8518     RSG    -0.00603530
9517     RSG    -0.01443489
10135    RSG    -0.01860282
10877    RSG     0.02521325
11020    RSG     0.01685670
11297    RSG    -0.03447214
11971    RSG    -0.00948852
12252    RSG     0.00852970
12653    RSG     0.04323945
13523    RSG    -0.02512595
14196    RSG     0.03199516
14506    RSG     0.03273019
14817    RSG     0.01760919
15237    RSG    -0.00138456
15482    RSG     0.05747181
15761    RSG     0.02367256
16293    RSG    -0.01336603
16661    RSG    -0.05061551
16892    RSG     0.00665174

RTN
      ticker  signal_return
104      RTN     0.00330747
707      RTN     0.04756209
1037     RTN    -0.00184417
1409     RTN     0.01051798
1726     RTN     0.00323974
2179     RTN     0.02523381
3516     RTN     0.01893607
4059     RTN    -0.07673760
4358     RTN     0.05560579
5130     RTN    -0.00077549
5439     RTN     0.02095493
6901     RTN    -0.02332242
7262     RTN    -0.03440143
7543     RTN     0.01551781
7901     RTN    -0.01173350
8401     RTN    -0.00486530
9264     RTN     0.04919526
9718     RTN     0.01922278
11796    RTN     0.02882930
12231    RTN     0.00595861
12706    RTN     0.00924753
13085    RTN     0.00007082
14389    RTN     0.00794328
15483    RTN     0.01503296
15955    RTN    -0.02889011
16510    RTN     0.00544279
16850    RTN    -0.00949558

SAXATI
       ticker  signal_return
56     SAXATI     0.04584292
246    SAXATI     0.04530320
406    SAXATI     0.05154810
739    SAXATI     0.05105166
908    SAXATI     0.04125139
1124   SAXATI     0.06322130
1305   SAXATI     0.04635053
1509   SAXATI     0.06054330
1753   SAXATI     0.06040125
2007   SAXATI     0.05522517
2212   SAXATI     0.05940606
2383   SAXATI     0.04498740
2533   SAXATI     0.06787758
2695   SAXATI     0.06661466
2884   SAXATI     0.04941026
3042   SAXATI     0.06924943
3197   SAXATI     0.06044666
3423   SAXATI     0.07822066
3644   SAXATI     0.06219546
3802   SAXATI     0.07353484
4038   SAXATI     0.07154795
4222   SAXATI     0.07702316
4380   SAXATI     0.07091792
4573   SAXATI     0.06976629
4771   SAXATI     0.06661484
5042   SAXATI     0.07253016
5283   SAXATI     0.08056905
5493   SAXATI     0.06924120
5734   SAXATI     0.07502492
5967   SAXATI     0.07304550
...       ...            ...
11117  SAXATI     0.09312298
11343  SAXATI     0.08459049
11540  SAXATI     0.07771161
11832  SAXATI     0.09790174
12006  SAXATI     0.07677992
12159  SAXATI     0.10159401
12352  SAXATI     0.08741838
12654  SAXATI     0.09372294
12869  SAXATI     0.09570822
13069  SAXATI     0.08248381
13236  SAXATI     0.09711454
13394  SAXATI     0.10308256
13601  SAXATI     0.09815143
13757  SAXATI     0.09579412
13978  SAXATI     0.08623588
14253  SAXATI     0.09923929
14551  SAXATI     0.10765404
14766  SAXATI     0.10100989
14948  SAXATI     0.09070438
15055  SAXATI     0.09418053
15189  SAXATI     0.09953316
15404  SAXATI     0.10436642
15669  SAXATI     0.09701492
15869  SAXATI     0.10414841
16036  SAXATI     0.10294715
16143  SAXATI     0.10060288
16400  SAXATI     0.10140218
16601  SAXATI     0.11192821
16851  SAXATI     0.09923559
17082  SAXATI     0.09687887

[86 rows x 2 columns]

SBAC
      ticker  signal_return
282     SBAC    -0.00685917
488     SBAC     0.08712383
810     SBAC    -0.02640087
1754    SBAC    -0.00844252
2047    SBAC    -0.02069186
2587    SBAC    -0.04199217
3009    SBAC     0.01292538
3571    SBAC     0.01426724
3952    SBAC    -0.00018357
4359    SBAC    -0.00737486
5131    SBAC    -0.01657010
5415    SBAC    -0.01238916
6157    SBAC    -0.07387071
6513    SBAC     0.02959910
7226    SBAC     0.01076066
7544    SBAC    -0.04537293
8469    SBAC     0.05433633
9090    SBAC     0.00672039
9975    SBAC    -0.03738118
10479   SBAC     0.02749278
11464   SBAC    -0.00441979
11736   SBAC    -0.03573039
12445   SBAC     0.06453269
13070   SBAC    -0.00198456
13452   SBAC    -0.06928232
14390   SBAC     0.03009293
15484   SBAC     0.05458562
15858   SBAC     0.00415097
16046   SBAC     0.02709657
16182   SBAC     0.01807995
16447   SBAC     0.01378270
16662   SBAC     0.03062700

SBUX
      ticker  signal_return
57      SBUX     0.01252241
432     SBUX     0.00778016
811     SBUX    -0.02235114
1618    SBUX     0.01650933
1836    SBUX    -0.03598524
3309    SBUX     0.01671861
3535    SBUX     0.00930121
3877    SBUX    -0.04422366
4418    SBUX     0.02662564
4892    SBUX    -0.05103699
5440    SBUX     0.04941088
6255    SBUX     0.01241238
6439    SBUX     0.03322135
6855    SBUX    -0.02986561
7176    SBUX    -0.03731545
7545    SBUX     0.01281211
7768    SBUX     0.01213494
8118    SBUX     0.02272018
8946    SBUX    -0.09234411
9265    SBUX     0.03357074
9445    SBUX    -0.01027461
10163   SBUX    -0.00496534
10733   SBUX    -0.07731442
11859   SBUX     0.00376894
12037   SBUX     0.00109389
12611   SBUX    -0.06821030
12937   SBUX    -0.03163373
13524   SBUX    -0.00147086
13979   SBUX     0.00209305
14281   SBUX    -0.08042783
14599   SBUX     0.02830703
14904   SBUX    -0.05119569
15329   SBUX    -0.05797712
16243   SBUX     0.01240608
16793   SBUX    -0.01135195

SCG
      ticker  signal_return
91       SCG    -0.01519126
325      SCG    -0.02222798
2088     SCG     0.02144033
2370     SCG     0.01615995
2534     SCG     0.01585187
2696     SCG     0.01652930
3555     SCG    -0.01396249
4060     SCG    -0.04747061
4966     SCG     0.06241580
5215     SCG    -0.00017648
5588     SCG    -0.00721133
5769     SCG     0.03429290
6204     SCG    -0.00205096
6678     SCG     0.02461485
7640     SCG    -0.02222262
8189     SCG    -0.00092413
8447     SCG     0.04391211
8662     SCG    -0.08130723
9319     SCG     0.00000000
9529     SCG    -0.00541823
10019    SCG    -0.01003380
10641    SCG     0.02277287
10944    SCG     0.01045666
11152    SCG     0.02397703
11380    SCG    -0.00286246
12310    SCG    -0.00447491
12612    SCG     0.00204179
13380    SCG    -0.00709982
13669    SCG    -0.07996515
13839    SCG    -0.02406993
14905    SCG    -0.01456700
15294    SCG    -0.02750608
15513    SCG    -0.02831212
17034    SCG     0.00821389

SCHREN
       ticker  signal_return
92     SCHREN     0.04261192
283    SCHREN     0.05311424
449    SCHREN     0.04667620
769    SCHREN     0.05048742
995    SCHREN     0.04331560
1147   SCHREN     0.05827487
1306   SCHREN     0.05127800
1492   SCHREN     0.05771199
1727   SCHREN     0.06370627
1984   SCHREN     0.04942083
2180   SCHREN     0.05501211
2361   SCHREN     0.06390350
2497   SCHREN     0.06018318
2674   SCHREN     0.06664357
2885   SCHREN     0.06333551
3043   SCHREN     0.05969437
3227   SCHREN     0.06923003
3451   SCHREN     0.06896052
3660   SCHREN     0.06560143
3829   SCHREN     0.06639083
4061   SCHREN     0.06691836
4223   SCHREN     0.07871600
4391   SCHREN     0.06539627
4574   SCHREN     0.07438005
4835   SCHREN     0.06807232
5063   SCHREN     0.06724224
5299   SCHREN     0.08287551
5518   SCHREN     0.07848877
5735   SCHREN     0.07554901
5968   SCHREN     0.07715445
...       ...            ...
10977  SCHREN     0.09556379
11167  SCHREN     0.09277168
11408  SCHREN     0.08383075
11619  SCHREN     0.08630478
11860  SCHREN     0.08614855
12031  SCHREN     0.10071053
12187  SCHREN     0.09008352
12370  SCHREN     0.09175685
12696  SCHREN     0.10098944
12885  SCHREN     0.09219469
13094  SCHREN     0.09760732
13261  SCHREN     0.10179705
13419  SCHREN     0.10237986
13622  SCHREN     0.10291039
13840  SCHREN     0.10441209
14016  SCHREN     0.10427088
14306  SCHREN     0.09135276
14579  SCHREN     0.10001140
14818  SCHREN     0.10183189
14969  SCHREN     0.09943148
15077  SCHREN     0.08889012
15264  SCHREN     0.10536539
15455  SCHREN     0.09843154
15704  SCHREN     0.09501401
15922  SCHREN     0.10211997
16058  SCHREN     0.09819053
16183  SCHREN     0.10413525
16448  SCHREN     0.10553471
16686  SCHREN     0.09865175
16951  SCHREN     0.09486281

[85 rows x 2 columns]

SCHW
      ticker  signal_return
450     SCHW     0.00303490
848     SCHW     0.03678388
1307    SCHW     0.00775198
1674    SCHW    -0.07675211
1936    SCHW    -0.10184970
2415    SCHW     0.01153582
3645    SCHW    -0.01037391
3906    SCHW    -0.02593524
4249    SCHW    -0.00833338
4404    SCHW     0.02160057
4836    SCHW    -0.01738517
5922    SCHW    -0.04060458
6732    SCHW    -0.03374604
7355    SCHW    -0.02400621
7641    SCHW    -0.01699586
8190    SCHW     0.01229465
8826    SCHW     0.06098841
9169    SCHW    -0.03988314
9651    SCHW    -0.00508602
9925    SCHW    -0.07832970
10326   SCHW     0.12194694
10668   SCHW    -0.01786945
11772   SCHW    -0.08456728
12111   SCHW    -0.02581005
12526   SCHW     0.01425019
13216   SCHW     0.02742581
13381   SCHW    -0.04530053
13841   SCHW    -0.00214889
14391   SCHW     0.14858366
14734   SCHW    -0.00480831
14949   SCHW     0.02021765
15238   SCHW    -0.06774378
15762   SCHW    -0.00630034
15943   SCHW    -0.05646947
16163   SCHW    -0.03456746
17013   SCHW     0.00796048

SEE
      ticker  signal_return
796      SEE     0.00442758
1038     SEE     0.01675092
1360     SEE     0.02930832
1937     SEE    -0.08364797
2285     SEE    -0.05079790
3907     SEE    -0.04397326
4170     SEE     0.03372202
4360     SEE    -0.02063608
4893     SEE    -0.05920000
5216     SEE     0.01185004
5567     SEE     0.03781191
5819     SEE    -0.00450398
6440     SEE     0.04913723
7419     SEE    -0.01366392
7723     SEE     0.02657964
8120     SEE    -0.06433652
8519     SEE    -0.02596599
9102     SEE    -0.00954958
9696     SEE    -0.03483890
9976     SEE    -0.02695705
10327    SEE     0.01140928
10614    SEE    -0.09777184
10966    SEE    -0.00609197
11153    SEE     0.01836463
11497    SEE     0.03495271
11773    SEE    -0.10904392
12613    SEE    -0.09290671
12870    SEE    -0.03948155
13880    SEE     0.02303671
14077    SEE    -0.08443641
14858    SEE    -0.05470442
15190    SEE     0.00506330
15405    SEE    -0.04750664
15804    SEE    -0.02116599
16031    SEE     0.01527100
16164    SEE    -0.03490473

SHW
      ticker  signal_return
307      SHW    -0.02435666
690      SHW    -0.05024968
1633     SHW    -0.02279241
2244     SHW     0.00794917
3556     SHW    -0.02064941
3774     SHW    -0.02844292
4224     SHW     0.00477569
4503     SHW    -0.02463462
4983     SHW     0.00571129
5238     SHW     0.04025405
5720     SHW     0.04100293
6051     SHW     0.00523245
6398     SHW     0.04175715
6620     SHW    -0.02970012
7022     SHW    -0.03031222
7305     SHW    -0.06406725
7459     SHW    -0.01787179
8191     SHW    -0.06193206
8984     SHW    -0.03411870
9072     SHW     0.03991019
10978    SHW     0.04231083
11210    SHW    -0.00818644
11498    SHW     0.03131656
12614    SHW    -0.08660700
12723    SHW    -0.03870711
13525    SHW    -0.03089645
13795    SHW     0.00055366
14078    SHW    -0.01832784
15056    SHW     0.01779830
15265    SHW     0.00487335
15552    SHW     0.00517584
16244    SHW     0.04404376
16893    SHW     0.03638661

SIG
      ticker  signal_return
597      SIG    -0.00639792
950      SIG    -0.01933299
1565     SIG    -0.01134381
1852     SIG    -0.01658496
2134     SIG     0.03813178
2329     SIG     0.00934633
2498     SIG    -0.01844964
3135     SIG    -0.01975649
3396     SIG     0.02772670
4269     SIG     0.01238327
5132     SIG     0.02537641
5494     SIG    -0.04794319
6420     SIG    -0.01397447
6765     SIG    -0.09299198
6917     SIG     0.07144557
7961     SIG     0.02762519
8355     SIG    -0.02669797
8993     SIG     0.00302093
9275     SIG     0.01223257
9518     SIG    -0.06467579
9848     SIG     0.11779255
10064    SIG    -0.08827178
10615    SIG     0.18001361
11983    SIG    -0.04135272
12147    SIG     0.08461500
12353    SIG     0.03828160
13217    SIG    -0.14477069
13526    SIG    -0.02656216
13685    SIG    -0.07366796
14330    SIG     0.06088484
15295    SIG     0.07964275
15705    SIG    -0.06454835
16566    SIG     0.20395465
16812    SIG    -0.19438265

SJM
      ticker  signal_return
708      SJM    -0.04149067
1022     SJM    -0.00785165
1542     SJM     0.00091720
1938     SJM    -0.02075515
3102     SJM     0.04535174
3646     SJM    -0.01725960
4593     SJM     0.00356979
5094     SJM     0.00776498
6205     SJM     0.05557495
6514     SJM     0.00935117
6948     SJM     0.00764247
7051     SJM    -0.01367660
7420     SJM     0.00160398
7642     SJM    -0.01921767
7962     SJM    -0.00147520
8329     SJM    -0.04128027
8994     SJM    -0.00154905
9776     SJM     0.01522000
10616    SJM     0.00411888
11465    SJM    -0.03158319
12267    SJM     0.09679759
12406    SJM     0.04076488
12954    SJM    -0.00161713
13306    SJM     0.01915903
13527    SJM    -0.00915388
13686    SJM     0.01113547
14017    SJM    -0.00338462
14455    SJM     0.00811188
15191    SJM     0.03757235
15611    SJM    -0.01956731
16104    SJM     0.02234293
16449    SJM    -0.00676769

SLB
      ticker  signal_return
58       SLB     0.01731053
319      SLB     0.02560157
572      SLB    -0.01058890
1263     SLB    -0.03762775
2181     SLB     0.00161647
2472     SLB     0.02969290
2697     SLB     0.01428171
3136     SLB     0.02734572
3371     SLB     0.08454490
3572     SLB    -0.03003539
4381     SLB     0.02686743
4663     SLB     0.10261041
5568     SLB     0.06703542
6082     SLB    -0.07999343
6515     SLB    -0.04347505
7037     SLB     0.02766887
7963     SLB     0.00432876
8356     SLB    -0.03225310
8694     SLB     0.06098521
9600     SLB    -0.06042530
10065    SLB    -0.03157234
10328    SLB     0.01506993
10921    SLB     0.02378376
11592    SLB     0.04089954
12938    SLB    -0.00503656
13140    SLB    -0.00546948
13623    SLB    -0.04119873
13995    SLB    -0.07050065
14735    SLB     0.01379210
15128    SLB    -0.05052349
15819    SLB    -0.00357874
16016    SLB    -0.01764487
16257    SLB     0.03910314
16794    SLB    -0.01141803
17083    SLB     0.02938950

SLG
      ticker  signal_return
533      SLG    -0.00105686
1728     SLG    -0.01000328
2022     SLG     0.04157453
2553     SLG     0.00579769
2728     SLG     0.02824667
2899     SLG     0.02301308
3179     SLG    -0.00172265
4441     SLG     0.00820824
5016     SLG     0.01993655
5605     SLG     0.00379763
6023     SLG     0.03399806
6273     SLG    -0.03087937
6903     SLG    -0.01308283
7263     SLG    -0.00350806
7607     SLG     0.00939535
7903     SLG    -0.02993136
8947     SLG     0.02355312
9336     SLG     0.00855104
9569     SLG    -0.04835922
10066    SLG    -0.01262513
10329    SLG     0.04106092
10617    SLG     0.14835150
11541    SLG     0.07286026
12776    SLG     0.07735884
13053    SLG     0.01122517
13722    SLG     0.02173388
14055    SLG     0.03192928
14891    SLG    -0.06297480
15763    SLG    -0.04449172

SNA
      ticker  signal_return
215      SNA    -0.01869213
598      SNA     0.02820898
909      SNA     0.00476326
1308     SNA     0.01230415
1790     SNA    -0.08295356
2220     SNA    -0.00831606
2742     SNA    -0.00492846
3180     SNA    -0.01066518
3488     SNA    -0.00041864
3775     SNA    -0.03007561
4837     SNA    -0.10221167
4984     SNA     0.03853124
5890     SNA    -0.02703860
6451     SNA     0.03424727
6993     SNA    -0.00844283
7158     SNA     0.00737192
7342     SNA     0.01559639
7789     SNA     0.00567563
8121     SNA    -0.03447431
8520     SNA     0.01240851
8948     SNA    -0.03490800
9183     SNA    -0.08302426
9601     SNA    -0.02107877
9831     SNA    -0.00704683
10501    SNA    -0.02387048
10709    SNA    -0.00048214
11620    SNA     0.00248586
12527    SNA    -0.07238417
13528    SNA    -0.02853423
14018    SNA    -0.04047889
14456    SNA     0.02762099
14819    SNA     0.00415561
15239    SNA    -0.07178592
16165    SNA    -0.03733864
16989    SNA     0.01354104

SNI
      ticker  signal_return
197      SNI    -0.00192049
573      SNI     0.00717571
1148     SNI    -0.10512841
1440     SNI    -0.12332394
1939     SNI    -0.09139504
3330     SNI     0.04112308
3759     SNI    -0.02109858
4772     SNI    -0.01266599
5628     SNI    -0.03372170
6190     SNI    -0.02559655
6943     SNI     0.00534722
7356     SNI     0.00134439
7964     SNI    -0.02229440
8231     SNI     0.02679858
8521     SNI     0.00820177
8949     SNI    -0.04490084
9103     SNI    -0.10065214
9519     SNI    -0.03153106
10238    SNI    -0.10020273
10572    SNI    -0.09696171
11088    SNI     0.00804211
11466    SNI    -0.05347401
12528    SNI    -0.08752402
12860    SNI     0.00463344
13624    SNI    -0.06378409
14038    SNI    -0.01758052
14507    SNI    -0.04703519
15021    SNI    -0.00174673
15266    SNI     0.00350218
15456    SNI     0.04004335
16422    SNI     0.07502813

SNPS
      ticker  signal_return
574     SNPS    -0.05489675
1264    SNPS     0.04064677
1566    SNPS    -0.02048190
2484    SNPS     0.00026354
2639    SNPS    -0.00861378
4225    SNPS    -0.00733220
5255    SNPS     0.01469917
5466    SNPS     0.02147641
6546    SNPS     0.02384972
7014    SNPS    -0.00084104
7357    SNPS     0.01236110
7524    SNPS     0.00419120
8135    SNPS    -0.01638572
8522    SNPS     0.01347470
8741    SNPS     0.03050163
9610    SNPS     0.02074723
9777    SNPS    -0.10320493
9952    SNPS    -0.01095781
10330   SNPS     0.03718951
11211   SNPS     0.03465641
11467   SNPS    -0.01843181
12076   SNPS     0.04981985
12285   SNPS    -0.00562959
12446   SNPS     0.00591608
12777   SNPS    -0.00091500
13152   SNPS     0.06014747
13333   SNPS    -0.00084581
13892   SNPS    -0.01849899
14736   SNPS    -0.06025199
15192   SNPS     0.04373395
15485   SNPS     0.07950627
16294   SNPS    -0.00067728
16558   SNPS    -0.02046558
16930   SNPS    -0.02727442

SO
      ticker  signal_return
326       SO    -0.03274210
2089      SO     0.00283755
2371      SO     0.00554530
2535      SO     0.01602924
2698      SO     0.01273623
4062      SO    -0.03815303
4733      SO     0.04663102
5217      SO    -0.01449149
5820      SO     0.00325999
6177      SO    -0.01116236
6516      SO     0.02225987
6733      SO    -0.01976260
7369      SO    -0.01844874
7747      SO     0.00309340
8448      SO     0.04682936
10020     SO     0.00987981
10514     SO     0.03464526
11118     SO     0.02044330
11381     SO    -0.00843390
12615     SO     0.01218598
12939     SO    -0.03545809
13796     SO    -0.02477091
14457     SO    -0.00900341
15646     SO    -0.00342846
15981     SO    -0.01959877
16931     SO     0.01014247

SPG
      ticker  signal_return
534      SPG    -0.02586764
1657     SPG    -0.02728057
2048     SPG     0.01949894
2286     SPG    -0.00542966
2588     SPG     0.03124975
2855     SPG     0.01366764
3044     SPG     0.00599193
3268     SPG    -0.01524754
3760     SPG    -0.00410534
4361     SPG    -0.04391122
4575     SPG    -0.02707513
5064     SPG     0.04534245
5821     SPG     0.00339102
6005     SPG     0.04567844
6235     SPG    -0.00397791
6734     SPG    -0.08875424
7643     SPG    -0.01611987
7868     SPG    -0.02397706
9289     SPG     0.03365233
9465     SPG    -0.05857159
11021    SPG     0.02652809
11263    SPG     0.01916868
11929    SPG    -0.06922875
12053    SPG    -0.02000630
12640    SPG     0.05100230
12940    SPG    -0.02512435
13529    SPG    -0.01695877
13758    SPG     0.02178735
14131    SPG     0.04118038
15692    SPG    -0.09945658
15838    SPG     0.01044892
16522    SPG     0.02156382

SPGI
      ticker  signal_return
12821   SPGI     0.03965296
13033   SPGI    -0.00818829
13349   SPGI    -0.00392286
13640   SPGI    -0.02709633
14254   SPGI    -0.02398593
14640   SPGI     0.04226589
14963   SPGI    -0.02563110
15385   SPGI     0.04163540
15859   SPGI    -0.01530369
16295   SPGI     0.02186525
16602   SPGI     0.02034249
16852   SPGI     0.03170274
17084   SPGI    -0.01630028

SPLS
      ticker  signal_return
1619    SPLS     0.07294154
1875    SPLS     0.00992753
2315    SPLS     0.00354807
3198    SPLS    -0.02355181
4300    SPLS     0.03117945
5316    SPLS     0.04031326
5629    SPLS     0.18081893
5822    SPLS    -0.00469495
6364    SPLS    -0.10998866
6735    SPLS    -0.01238406
7965    SPLS    -0.01361447
8209    SPLS    -0.00068004
8950    SPLS    -0.05207250
9170    SPLS    -0.02407754
9937    SPLS     0.11415454
10515   SPLS     0.02995616
10859   SPLS    -0.14732471
11322   SPLS     0.06938115
11984   SPLS    -0.01175102
13071   SPLS    -0.00966191
13864   SPLS     0.06288152
14169   SPLS    -0.16430305
14508   SPLS     0.09847522
15839   SPLS    -0.01752990
16086   SPLS     0.01150039

SPRENG
       ticker  signal_return
59     SPRENG     0.05515630
265    SPRENG     0.04109628
433    SPRENG     0.05453993
752    SPRENG     0.04664002
996    SPRENG     0.05971383
1169   SPRENG     0.05204655
1361   SPRENG     0.05658492
1599   SPRENG     0.05985285
1816   SPRENG     0.06032059
2064   SPRENG     0.04621242
2245   SPRENG     0.05611215
2399   SPRENG     0.06111689
2567   SPRENG     0.05439709
2743   SPRENG     0.07140651
2947   SPRENG     0.06753738
3075   SPRENG     0.06962581
3331   SPRENG     0.05365148
3517   SPRENG     0.06405816
3694   SPRENG     0.06468919
3891   SPRENG     0.07238847
4105   SPRENG     0.07045656
4260   SPRENG     0.06731600
4419   SPRENG     0.08100696
4615   SPRENG     0.07228682
4921   SPRENG     0.06851402
5109   SPRENG     0.07330878
5332   SPRENG     0.07134932
5589   SPRENG     0.06676365
5763   SPRENG     0.07590325
5975   SPRENG     0.07563725
...       ...            ...
10979  SPRENG     0.08492022
11168  SPRENG     0.08497335
11409  SPRENG     0.09100379
11621  SPRENG     0.09779280
11861  SPRENG     0.08861851
12032  SPRENG     0.08422353
12188  SPRENG     0.09806645
12371  SPRENG     0.10265800
12697  SPRENG     0.09069279
12886  SPRENG     0.08932768
13110  SPRENG     0.10544622
13284  SPRENG     0.09204550
13436  SPRENG     0.09531502
13641  SPRENG     0.09100327
13865  SPRENG     0.10351018
14039  SPRENG     0.09162801
14331  SPRENG     0.10543871
14600  SPRENG     0.09244893
14859  SPRENG     0.10000876
14975  SPRENG     0.09368011
15091  SPRENG     0.09301969
15287  SPRENG     0.10555879
15486  SPRENG     0.10439094
15764  SPRENG     0.09680381
15944  SPRENG     0.11014698
16068  SPRENG     0.10015089
16201  SPRENG     0.10506716
16471  SPRENG     0.09447532
16687  SPRENG     0.09123218
16952  SPRENG     0.09529187

[85 rows x 2 columns]

SRCL
      ticker  signal_return
489     SRCL    -0.02927455
2640    SRCL    -0.02074726
3372    SRCL    -0.00025326
4558    SRCL    -0.01170107
4985    SRCL     0.02815726
5495    SRCL     0.01066306
6104    SRCL    -0.01310274
6679    SRCL     0.01113036
6856    SRCL    -0.01224461
7039    SRCL    -0.03579110
8450    SRCL     0.03183515
8664    SRCL    -0.03809190
9290    SRCL    -0.19518295
9446    SRCL    -0.04525733
10734   SRCL    -0.00107933
11298   SRCL     0.04311911
11862   SRCL     0.01965613
12822   SRCL     0.01761787
13054   SRCL     0.03666720
13612   SRCL    -0.02231330
13842   SRCL     0.02018139
14307   SRCL    -0.04640112
14767   SRCL    -0.07412792
15240   SRCL    -0.07725553
15553   SRCL    -0.03193836
16957   SRCL     0.01398091

SRE
      ticker  signal_return
535      SRE     0.01804643
2729     SRE     0.00365334
2948     SRE    -0.02276488
3269     SRE     0.03441242
3573     SRE    -0.02808629
4063     SRE    -0.06556627
4270     SRE    -0.01218299
4734     SRE    -0.02057301
5095     SRE     0.03114954
5949     SRE    -0.04187092
7306     SRE    -0.03290422
7869     SRE     0.00153459
8627     SRE    -0.08624931
8985     SRE     0.05435485
9031     SRE    -0.03656159
9603     SRE    -0.04243891
9960     SRE    -0.04435638
10331    SRE    -0.07322910
10922    SRE    -0.01376519
11169    SRE     0.04728400
11468    SRE    -0.01254054
12172    SRE     0.02725767
12399    SRE     0.04291547
13218    SRE     0.01101312
13530    SRE    -0.06590421
14255    SRE     0.01062387
15487    SRE     0.04763026
15923    SRE     0.00781482
16296    SRE    -0.01207615
16795    SRE     0.00392072

STI
      ticker  signal_return
849      STI     0.01913271
1078     STI    -0.02640292
1567     STI     0.00105180
2432     STI     0.00099478
3332     STI    -0.00098912
4014     STI     0.01910458
4838     STI    -0.03925279
5644     STI     0.04111174
5865     STI    -0.07086761
6105     STI    -0.00209864
6819     STI    -0.03933292
7460     STI    -0.00991194
7708     STI     0.00272294
8136     STI    -0.01281636
8827     STI     0.04237272
9620     STI     0.00482815
10332    STI     0.11276147
10563    STI     0.04557143
10860    STI    -0.10374054
11593    STI     0.10179108
12135    STI    -0.01771045
12616    STI    -0.12012935
13382    STI    -0.01349980
13797    STI     0.01398624
14392    STI     0.08402951
14737    STI     0.05696868
14950    STI    -0.02286946
15241    STI    -0.02154731
15514    STI     0.03413482

STT
      ticker  signal_return
368      STT    -0.04280427
740      STT    -0.00513700
1058     STT    -0.01217840
1453     STT     0.01259241
1940     STT    -0.05452337
2667     STT     0.00424362
3647     STT     0.01528068
3854     STT     0.00042671
4442     STT     0.00309994
4839     STT    -0.05490229
5195     STT    -0.00944641
5672     STT     0.00566004
5923     STT    -0.03661132
6134     STT     0.02135803
7289     STT    -0.00063520
7709     STT    -0.01146859
8065     STT    -0.08008395
8951     STT    -0.03896597
9171     STT    -0.04524359
9652     STT    -0.01147554
10239    STT     0.14732975
10580    STT    -0.03446005
11622    STT     0.04443729
12529    STT     0.01891848
13016    STT     0.05996927
13219    STT     0.00605015
13383    STT    -0.01316562
13642    STT     0.02820095
14393    STT     0.03562983
14738    STT    -0.00373879
15022    STT    -0.04372824
16357    STT     0.00011968
16990    STT     0.03068709

STX
      ticker  signal_return
434      STX     0.05187415
1197     STX     0.07914472
1510     STX     0.03673201
3600     STX     0.04044149
4265     STX    -0.00507990
4664     STX     0.05831248
5183     STX     0.00578979
5385     STX     0.03346320
5866     STX    -0.06867964
6274     STX    -0.03140390
6767     STX    -0.01667693
6964     STX    -0.08542449
7870     STX     0.12115605
9091     STX    -0.05357432
9320     STX     0.08508274
9682     STX     0.04386047
10427    STX     0.12233885
11299    STX    -0.08619137
11623    STX     0.00777638
11863    STX     0.09886602
12823    STX     0.10040790
13437    STX     0.04766059
13687    STX    -0.09037703
14580    STX    -0.01696888
15242    STX     0.07078799
15488    STX     0.00812589
15765    STX    -0.05014516
16332    STX    -0.16493254
16358    STX    -0.02584730

STZ
      ticker  signal_return
60       STZ    -0.01588157
327      STZ     0.06032141
575      STZ     0.01954961
812      STZ     0.04426091
1059     STZ     0.00354686
1543     STZ     0.00818984
2197     STZ     0.00571048
2536     STZ    -0.08558943
3424     STZ     0.05091514
5096     STZ     0.04344959
5569     STZ    -0.06006720
5891     STZ     0.06153479
6052     STZ     0.02721818
6547     STZ    -0.00218236
6788     STZ    -0.02732129
6994     STZ    -0.02476382
7710     STZ    -0.03349096
8523     STZ     0.05293589
9054     STZ    -0.04642562
9219     STZ     0.02198877
9813     STZ     0.00638442
10333    STZ    -0.00569764
10653    STZ    -0.10048478
10801    STZ    -0.03294518
11499    STZ    -0.02737645
11943    STZ    -0.04325341
13564    STZ    -0.02841882
14282    STZ     0.03097397
14739    STZ    -0.07231746
15554    STZ     0.00157595
15982    STZ    -0.01901198
16105    STZ     0.00186122
16493    STZ     0.02322605

SWK
      ticker  signal_return
198      SWK    -0.00196937
490      SWK    -0.02547089
1791     SWK    -0.01264304
2783     SWK     0.01012048
2996     SWK     0.00034331
3310     SWK     0.01311643
3892     SWK    -0.02838179
4204     SWK     0.00294209
4504     SWK    -0.06864137
4710     SWK    -0.01015711
5284     SWK    -0.00648741
5823     SWK    -0.02563435
6159     SWK    -0.02071495
6517     SWK     0.01254823
7325     SWK     0.01682510
7711     SWK    -0.00028202
8828     SWK     0.02824708
9501     SWK    -0.00074697
9839     SWK    -0.01405316
10240    SWK     0.08700240
11315    SWK     0.01047835
11542    SWK     0.04804120
12530    SWK    -0.07740651
12778    SWK     0.04744939
12988    SWK     0.00870243
13384    SWK    -0.03181672
13843    SWK    -0.03998894
13910    SWK     0.00545425
14170    SWK    -0.08368062
14458    SWK    -0.02813661
15766    SWK     0.01359625
16258    SWK     0.00760405
17014    SWK     0.02162323

SWKS
      ticker  signal_return
650     SWKS    -0.09363092
1039    SWKS     0.03440324
1689    SWKS    -0.03194947
2065    SWKS     0.08443958
2246    SWKS     0.03382635
2433    SWKS    -0.04159685
2774    SWKS    -0.01090259
2997    SWKS    -0.01283957
3199    SWKS     0.04909263
3790    SWKS    -0.01524710
4147    SWKS     0.04088818
4505    SWKS    -0.07506664
4840    SWKS    -0.15769985
5184    SWKS     0.03344817
5386    SWKS     0.04243572
5645    SWKS     0.04814138
5892    SWKS    -0.04732658
6192    SWKS     0.08665839
6606    SWKS     0.06863236
6820    SWKS     0.03402898
7441    SWKS     0.04822151
8496    SWKS     0.03429432
8742    SWKS    -0.03457252
10176   SWKS     0.17343768
10821   SWKS    -0.09908436
11300   SWKS     0.00621281
12007   SWKS    -0.07059177
12617   SWKS    -0.12600443
12906   SWKS    -0.07192871
13262   SWKS     0.04480292
13587   SWKS    -0.05005037
13866   SWKS    -0.01588041
14740   SWKS    -0.07292310
15147   SWKS     0.03512034
15577   SWKS    -0.00938484
15860   SWKS    -0.00900354
16113   SWKS     0.02031859
16623   SWKS     0.00877654
16894   SWKS    -0.05144972

SYF
      ticker  signal_return
5043     SYF     0.07522897
5285     SYF     0.00692763
5950     SYF    -0.03231999
6256     SYF     0.03708237
6441     SYF    -0.02507777
7343     SYF    -0.02130979
8152     SYF     0.00990973
9653     SYF    -0.08055785
10334    SYF     0.00206257
10735    SYF    -0.09375960
11712    SYF     0.04138522
12268    SYF    -0.20116293
12354    SYF     0.10012326
13940    SYF    -0.09299772
14040    SYF     0.00425646
14394    SYF     0.14570059
14741    SYF     0.05167816
14951    SYF    -0.00943785
15961    SYF     0.01294897
16401    SYF     0.03997671

SYK
      ticker  signal_return
199      SYK    -0.05406225
536      SYK     0.01789543
1493     SYK     0.04210054
2008     SYK     0.03925461
2580     SYK    -0.06570406
2809     SYK    -0.04958433
4083     SYK    -0.04502765
4735     SYK    -0.02144951
5097     SYK     0.02848022
5387     SYK     0.04711978
5824     SYK    -0.03132686
7135     SYK    -0.04116766
8137     SYK     0.03352493
8665     SYK    -0.05415792
9953     SYK    -0.01930976
10335    SYK    -0.06001252
10581    SYK    -0.00508390
10967    SYK     0.01897405
11154    SYK     0.00057127
11382    SYK     0.02385468
11624    SYK    -0.00491670
12286    SYK     0.02018171
12447    SYK     0.03576712
12779    SYK    -0.05634821
13531    SYK    -0.06327121
14171    SYK    -0.03852991
14332    SYK    -0.07106602
14509    SYK    -0.07865731
15078    SYK    -0.00650181
15647    SYK     0.00882086
15870    SYK     0.00841328
16297    SYK     0.00297067
16700    SYK     0.05274681

SYLVES
       ticker  signal_return
61     SYLVES     0.03615028
247    SYLVES     0.04741015
407    SYLVES     0.04125879
709    SYLVES     0.04971145
874    SYLVES     0.05015089
1112   SYLVES     0.06651540
1265   SYLVES     0.05537404
1475   SYLVES     0.06059053
1729   SYLVES     0.05821138
1985   SYLVES     0.05839131
2182   SYLVES     0.07039752
2372   SYLVES     0.06711396
2508   SYLVES     0.05821937
2675   SYLVES     0.06376840
2867   SYLVES     0.05674082
3031   SYLVES     0.06005115
3181   SYLVES     0.07058379
3397   SYLVES     0.06502689
3618   SYLVES     0.06588590
3830   SYLVES     0.07474347
4064   SYLVES     0.06130079
4226   SYLVES     0.07097356
4392   SYLVES     0.06964791
4594   SYLVES     0.07254754
4841   SYLVES     0.07525799
5065   SYLVES     0.07231302
5317   SYLVES     0.07787053
5570   SYLVES     0.07749711
5764   SYLVES     0.07694218
5976   SYLVES     0.08033414
...       ...            ...
10996  SYLVES     0.09073225
11212  SYLVES     0.08991372
11469  SYLVES     0.09698888
11671  SYLVES     0.09410954
11881  SYLVES     0.09710326
12054  SYLVES     0.09136512
12232  SYLVES     0.09088713
12387  SYLVES     0.09097001
12724  SYLVES     0.09547762
12955  SYLVES     0.09314367
13153  SYLVES     0.10007216
13307  SYLVES     0.10873265
13532  SYLVES     0.10247083
13670  SYLVES     0.09356877
13911  SYLVES     0.09005826
14132  SYLVES     0.09066994
14459  SYLVES     0.10088863
14641  SYLVES     0.09592845
14906  SYLVES     0.10234205
14989  SYLVES     0.09053620
15115  SYLVES     0.10001866
15330  SYLVES     0.09665158
15555  SYLVES     0.09775939
15793  SYLVES     0.10044454
15983  SYLVES     0.10280350
16095  SYLVES     0.10897520
16259  SYLVES     0.09802683
16523  SYLVES     0.10703977
16737  SYLVES     0.10587887
16991  SYLVES     0.10305699

[85 rows x 2 columns]

SYMC
      ticker  signal_return
666     SYMC    -0.06048775
1837    SYMC    -0.12934025
1876    SYMC     0.00280636
2373    SYMC     0.03967967
3032    SYMC    -0.01444720
3557    SYMC    -0.01215082
3803    SYMC     0.00852520
4842    SYMC    -0.08890869
5185    SYMC     0.01104984
5467    SYMC     0.00829880
6736    SYMC    -0.00885782
8005    SYMC    -0.01892530
8577    SYMC     0.06289786
10136   SYMC    -0.05383328
10516   SYMC    -0.01253280
11110   SYMC     0.05797925
12355   SYMC     0.06995139
13128   SYMC     0.08375720
13350   SYMC     0.02294242
13844   SYMC    -0.04676386
14308   SYMC    -0.01415008
15097   SYMC     0.06222554
15342   SYMC     0.02788105
15820   SYMC     0.03417151
16333   SYMC     0.03521269
16559   SYMC    -0.10388638
16701   SYMC    -0.03803382
17085   SYMC     0.01239612

SYY
      ticker  signal_return
710      SYY    -0.00422196
1209     SYY    -0.03049757
2910     SYY    -0.01353567
3156     SYY    -0.01611638
3992     SYY    -0.05346242
4119     SYY     0.00026487
4301     SYY    -0.00104767
5133     SYY     0.00439789
5388     SYY     0.02073399
5825     SYY    -0.02449897
6053     SYY    -0.00365364
6348     SYY    -0.02923285
6934     SYY    -0.01238349
7290     SYY    -0.02211525
7871     SYY    -0.06533591
8628     SYY    -0.03617075
10654    SYY     0.01403774
10891    SYY     0.01454002
11155    SYY     0.00868815
11410    SYY     0.01002889
11874    SYY     0.03238494
12684    SYY     0.02491371
13565    SYY     0.00587225
13798    SYY    -0.00978866
14346    SYY    -0.00166220
14879    SYY     0.01939368
15331    SYY    -0.01335898
16334    SYY     0.03295374

T
      ticker  signal_return
599        T     0.03432736
1941       T    -0.02686590
2509       T     0.01665795
2699       T     0.00056038
3761       T    -0.00247219
5700       T    -0.03407383
7199       T    -0.03502985
7608       T    -0.00711342
7846       T    -0.01826663
8829       T     0.02487238
10104      T    -0.02230936
10548      T     0.04832932
10802      T    -0.01002040
10968      T     0.02484272
11213      T     0.01026440
11972      T    -0.02082070
12269      T     0.03166230
12448      T     0.02835591
13533      T    -0.03877508
14041      T     0.02676197
14510      T    -0.08867067
14892      T     0.03653265
15001      T    -0.04119414
15924      T    -0.02713160
16402      T     0.02918794
16663      T    -0.03694905

TAP
      ticker  signal_return
600      TAP     0.01318374
1454     TAP     0.00142374
1942     TAP    -0.07971379
2183     TAP     0.02707249
2451     TAP     0.02181167
2949     TAP     0.04064765
3137     TAP     0.08967338
3452     TAP     0.00870991
4450     TAP    -0.02369968
6054     TAP     0.00462072
7015     TAP    -0.04073196
7966     TAP    -0.01476509
8952     TAP    -0.04139945
9055     TAP     0.00048193
9295     TAP     0.00150038
9683     TAP     0.00777962
11214    TAP     0.03158102
11713    TAP     0.00571255
11973    TAP    -0.00773446
12189    TAP    -0.01565562
13017    TAP    -0.06706539
13420    TAP    -0.01576511
13702    TAP     0.00582190
13948    TAP    -0.06268855
14460    TAP    -0.00080241
14742    TAP    -0.02935570
15578    TAP    -0.02958305
16472    TAP    -0.02327204
16992    TAP     0.01397978

TARDA
      ticker  signal_return
62     TARDA     0.04749256
248    TARDA     0.05793557
451    TARDA     0.05202879
753    TARDA     0.05251410
951    TARDA     0.04823067
1134   TARDA     0.06158606
1266   TARDA     0.05554038
1511   TARDA     0.04868254
1755   TARDA     0.05328406
2009   TARDA     0.05999999
2213   TARDA     0.05350522
2374   TARDA     0.05883877
2510   TARDA     0.05961357
2676   TARDA     0.06211586
2868   TARDA     0.05740327
3033   TARDA     0.06615557
3200   TARDA     0.07031102
3425   TARDA     0.07061014
3661   TARDA     0.06086272
3831   TARDA     0.07402043
4065   TARDA     0.06968121
4227   TARDA     0.07523757
4382   TARDA     0.05916587
4559   TARDA     0.06377573
4736   TARDA     0.07862381
5017   TARDA     0.06731487
5256   TARDA     0.07735568
5468   TARDA     0.07381410
5709   TARDA     0.06898355
5951   TARDA     0.07633831
...      ...            ...
10931  TARDA     0.09358941
11111  TARDA     0.09456713
11336  TARDA     0.09614641
11520  TARDA     0.08493497
11797  TARDA     0.08908500
11985  TARDA     0.08479068
12148  TARDA     0.09531518
12335  TARDA     0.09098479
12641  TARDA     0.09533000
12861  TARDA     0.09912716
13055  TARDA     0.09931938
13220  TARDA     0.09973631
13385  TARDA     0.08983844
13588  TARDA     0.10627320
13759  TARDA     0.09940557
13980  TARDA     0.10426471
14283  TARDA     0.09907329
14560  TARDA     0.10577532
14779  TARDA     0.10072841
14970  TARDA     0.09882219
15079  TARDA     0.10097050
15267  TARDA     0.09656616
15457  TARDA     0.09228276
15706  TARDA     0.10953493
15925  TARDA     0.10054036
16059  TARDA     0.10360445
16184  TARDA     0.10588138
16450  TARDA     0.09928811
16664  TARDA     0.10023573
16932  TARDA     0.10329190

[85 rows x 2 columns]

TDG
      ticker  signal_return
222      TDG    -0.03509643
667      TDG    -0.00232415
1079     TDG     0.02586042
1362     TDG     0.00572960
1568     TDG     0.02581832
2161     TDG     0.01191816
2473     TDG    -0.04992736
3157     TDG     0.02746104
3832     TDG     0.00641652
4120     TDG     0.06271923
5571     TDG    -0.02939804
5938     TDG     0.00353296
6107     TDG    -0.00506106
6378     TDG     0.01090937
6590     TDG    -0.00285815
7421     TDG    -0.01397027
7807     TDG    -0.01640454
8232     TDG    -0.02135497
8357     TDG    -0.08848542
8524     TDG     0.01133345
9184     TDG    -0.03404762
9779     TDG     0.00890470
10822    TDG    -0.13453201
11833    TDG     0.06034139
12112    TDG     0.03976430
12752    TDG     0.01599387
12989    TDG     0.03452163
13166    TDG    -0.01157578
13453    TDG    -0.03175201
14133    TDG     0.00338809
14561    TDG     0.01057445
15148    TDG     0.00769813
16002    TDG    -0.06820150
16702    TDG     0.05714754
16993    TDG    -0.02126756

TEL
      ticker  signal_return
105      TEL    -0.02808534
1709     TEL    -0.02154482
2568     TEL    -0.01436759
3034     TEL    -0.05318456
3333     TEL    -0.00403129
3601     TEL    -0.00633314
3791     TEL    -0.04146412
4560     TEL     0.06206911
4843     TEL    -0.08760932
5469     TEL     0.01610656
6303     TEL     0.03267025
6486     TEL     0.02857171
6680     TEL    -0.00357045
6857     TEL    -0.03102742
7264     TEL    -0.05225452
7914     TEL     0.05550504
8298     TEL    -0.00798245
8830     TEL     0.00923083
9531     TEL     0.00603390
9780     TEL    -0.01018735
10336    TEL     0.01352876
10687    TEL    -0.06093072
11543    TEL    -0.02964980
12019    TEL    -0.03237632
12531    TEL    -0.01540756
13298    TEL     0.00537239
13657    TEL     0.00588237
14395    TEL     0.02651978
14633    TEL     0.03964483
14907    TEL    -0.02259983
15243    TEL    -0.00386538
15767    TEL     0.00524042
16144    TEL    -0.06119304
16895    TEL    -0.01235362

TGT
      ticker  signal_return
346      TGT    -0.03171878
910      TGT    -0.03103135
1675     TGT     0.07103880
1943     TGT    -0.02517284
3060     TGT    -0.01001854
3878     TGT    -0.05892497
4405     TGT     0.03067872
5286     TGT     0.09603687
5572     TGT    -0.02185879
5960     TGT     0.00554530
6548     TGT     0.00477205
6789     TGT     0.01427344
6996     TGT    -0.02934404
7847     TGT    -0.01521665
8953     TGT    -0.04035430
9713     TGT    -0.01616399
10532    TGT    -0.07109157
10945    TGT     0.05401249
11264    TGT    -0.00313669
11986    TGT     0.08114423
12956    TGT    -0.01718482
13577    TGT     0.00558743
14284    TGT    -0.14096666
14511    TGT     0.08292702
15135    TGT     0.02649880
15707    TGT     0.07085415
15984    TGT    -0.00074892
16096    TGT    -0.03520244

TIF
      ticker  signal_return
369      TIF    -0.05579758
865      TIF    -0.00504958
1096     TIF     0.01219527
1309     TIF     0.00881638
3070     TIF     0.03449674
3311     TIF    -0.00190714
3602     TIF    -0.01820751
4665     TIF     0.07207952
5333     TIF     0.04365604
6083     TIF    -0.01427799
6750     TIF    -0.04312920
7525     TIF    -0.01524144
8594     TIF     0.05343604
9009     TIF    -0.01859020
9172     TIF    -0.07286712
10067    TIF    -0.03366953
10337    TIF     0.14007925
11428    TIF    -0.03283071
12020    TIF     0.02977301
12336    TIF     0.05236144
13181    TIF     0.10085226
14333    TIF     0.00876682
14860    TIF    -0.08397788
15579    TIF     0.04237104
15956    TIF     0.03068641
16752    TIF    -0.09666707

TJX
      ticker  signal_return
128      TJX     0.01969978
491      TJX     0.04273285
830      TJX     0.02715362
1040     TJX    -0.02612355
1730     TJX     0.02393686
2925     TJX     0.05256205
3518     TJX    -0.01181698
4188     TJX     0.03027476
4334     TJX    -0.01106443
4844     TJX     0.00824914
5239     TJX    -0.01602822
5573     TJX    -0.00834793
5826     TJX     0.00178731
6958     TJX    -0.04632407
7088     TJX    -0.00458716
8452     TJX     0.01410643
8667     TJX    -0.01817848
9697     TJX    -0.04427975
10669    TJX    -0.01164680
10946    TJX     0.00951814
11265    TJX     0.02000067
12021    TJX    -0.05318336
12753    TJX     0.01095798
12957    TJX     0.01010234
13182    TJX    -0.04503645
13534    TJX    -0.01671348
13723    TJX    -0.00808957
13981    TJX     0.00947614
14285    TJX    -0.07476297
14562    TJX    -0.00515930
15777    TJX    -0.00214362
16560    TJX    -0.08705643
16624    TJX    -0.01946762
16994    TJX     0.05696446

TMK
      ticker  signal_return
408      TMK     0.00273000
1097     TMK     0.00170839
1363     TMK     0.00332834
1944     TMK    -0.05562573
2316     TMK    -0.00745848
2960     TMK     0.00284636
3138     TMK     0.00518136
3993     TMK    -0.01524162
4561     TMK     0.01907715
4894     TMK    -0.00468476
5690     TMK     0.01096703
5924     TMK    -0.03591782
6304     TMK    -0.06015692
6858     TMK    -0.00226274
7070     TMK     0.00177117
7461     TMK    -0.00121475
7790     TMK     0.00027806
8138     TMK     0.00720814
8525     TMK    -0.00271544
9654     TMK     0.01280257
9840     TMK    -0.04136904
10068    TMK    -0.03176353
10338    TMK     0.03461065
10862    TMK    -0.07129569
11714    TMK     0.02195189
12055    TMK     0.03037038
12449    TMK    -0.01497723
13308    TMK     0.02261305
13643    TMK    -0.00538173
14396    TMK     0.04883247
14768    TMK     0.03853222
14952    TMK    -0.00631485
15489    TMK     0.02177542
15768    TMK    -0.00088985
16665    TMK    -0.03291604

TMO
      ticker  signal_return
146      TMO    -0.00472763
537      TMO     0.02233805
911      TMO     0.02192170
1310     TMO     0.03354128
1512     TMO     0.02105712
2010     TMO     0.04645440
2303     TMO    -0.02444573
2841     TMO    -0.04113535
3792     TMO     0.00313557
4773     TMO     0.01358705
5441     TMO     0.01529262
6055     TMO    -0.04233602
6591     TMO    -0.02048747
6821     TMO     0.01936457
7265     TMO    -0.04222140
8123     TMO     0.02012526
8954     TMO    -0.01646597
9570     TMO     0.00740525
9763     TMO    -0.03818444
10105    TMO    -0.04986861
10618    TMO     0.03873710
11470    TMO     0.01854155
11672    TMO     0.00020480
11974    TMO     0.01235367
12160    TMO    -0.00964340
12618    TMO    -0.09115378
12844    TMO     0.02614111
14601    TMO     0.00807447
15309    TMO     0.03158463
15537    TMO     0.00592202
15926    TMO    -0.04489215
16359    TMO     0.01746460
16896    TMO    -0.00309761

TRIP
      ticker  signal_return
741     TRIP     0.03158913
1811    TRIP    -0.07585755
2066    TRIP     0.09956108
2287    TRIP    -0.01593697
2810    TRIP    -0.08884026
3270    TRIP    -0.00048541
3536    TRIP    -0.04862889
4595    TRIP     0.05964501
4845    TRIP    -0.06628509
5218    TRIP     0.00767356
6160    TRIP    -0.00929542
6487    TRIP     0.07985598
6681    TRIP    -0.09227783
7307    TRIP    -0.03700618
7584    TRIP    -0.15493060
7769    TRIP    -0.00859358
8210    TRIP    -0.14949674
8595    TRIP     0.07220502
9301    TRIP    -0.02933188
10480   TRIP     0.08017982
10670   TRIP    -0.03662271
12206   TRIP    -0.06377142
13613   TRIP    -0.05433034
14397   TRIP     0.03558681
14689   TRIP     0.01376456
15624   TRIP     0.03849211
16524   TRIP    -0.09028350
16796   TRIP     0.06056184

TROW
      ticker  signal_return
576     TROW     0.01037164
997     TROW     0.00871302
1311    TROW     0.00529611
1792    TROW    -0.02501407
3574    TROW    -0.02677391
3994    TROW    -0.01139504
4895    TROW    -0.05524814
5169    TROW     0.00036539
5673    TROW     0.03140286
5925    TROW    -0.03579697
6318    TROW    -0.03827804
7071    TROW    -0.01032001
7690    TROW    -0.01738788
8066    TROW    -0.03844885
8743    TROW     0.04949378
9532    TROW    -0.01680264
10339   TROW    -0.00550228
11266   TROW     0.01005717
11594   TROW     0.01247093
12532   TROW    -0.05234160
13535   TROW     0.01540235
13671   TROW    -0.02409390
14172   TROW    -0.09640624
14461   TROW     0.05722955
14743   TROW     0.01271349
15310   TROW    -0.03525493
16298   TROW    -0.02199421
17015   TROW     0.01413402

TRV
      ticker  signal_return
200      TRV    -0.01678542
998      TRV     0.00371476
1710     TRV     0.05625916
2730     TRV     0.04561345
2900     TRV     0.01721363
3103     TRV     0.02288631
3373     TRV    -0.01574004
3995     TRV    -0.02926824
4996     TRV     0.05999668
5240     TRV     0.01509499
5442     TRV     0.02454928
5926     TRV     0.00214823
6236     TRV    -0.00705078
6822     TRV     0.00649680
7120     TRV    -0.00166724
7559     TRV     0.00218723
7967     TRV    -0.06288592
8252     TRV     0.02036923
8629     TRV    -0.06998146
9365     TRV     0.04258638
9781     TRV    -0.00838140
10340    TRV     0.03149416
11180    TRV     0.03034596
12655    TRV     0.01638755
13454    TRV    -0.02344423
13760    TRV    -0.01737038
14019    TRV     0.03531309
14309    TRV    -0.06607789
14820    TRV     0.03808242
15769    TRV    -0.01061967
16797    TRV     0.01794413
17035    TRV     0.01798014

TSCO
      ticker  signal_return
63      TSCO    -0.00628499
266     TSCO    -0.00831763
668     TSCO    -0.05421449
1364    TSCO     0.01339099
1793    TSCO     0.05356072
2950    TSCO     0.00339266
3537    TSCO     0.03822851
4261    TSCO    -0.08041714
4737    TSCO    -0.03435167
5018    TSCO     0.04677606
5257    TSCO     0.01707104
5470    TSCO     0.01922020
6056    TSCO    -0.01494145
6275    TSCO     0.00791673
6563    TSCO    -0.00257431
7121    TSCO    -0.05581212
7770    TSCO    -0.01041048
8299    TSCO    -0.04598142
8831    TSCO     0.02844131
9621    TSCO    -0.04600962
10164   TSCO     0.00346870
11119   TSCO    -0.00157711
11471   TSCO    -0.02592963
11757   TSCO    -0.01044229
12920   TSCO     0.03850780
13141   TSCO    -0.00957019
13395   TSCO     0.19524569
13614   TSCO     0.00757973
13964   TSCO     0.04541625
14552   TSCO     0.03267518
14821   TSCO     0.00335398
15556   TSCO    -0.02487778
15985   TSCO    -0.01195698
16145   TSCO     0.03849663
16561   TSCO     0.13285358

TSN
      ticker  signal_return
754      TSN    -0.02736003
1012     TSN     0.08285633
1198     TSN    -0.01820131
1569     TSN     0.00490126
1877     TSN     0.00878483
2124     TSN     0.03425121
2304     TSN     0.03619975
2485     TSN    -0.01362163
2926     TSN    -0.06060924
3334     TSN     0.03334998
5353     TSN    -0.04108512
6682     TSN    -0.10175729
6776     TSN    -0.01977652
7430     TSN     0.00496729
7848     TSN    -0.03322871
8470     TSN    -0.06982669
9221     TSN     0.02788632
9814     TSN     0.09279493
9961     TSN     0.00987432
10737    TSN     0.11564025
10932    TSN     0.01228145
11156    TSN    -0.00310720
12253    TSN    -0.00671198
12887    TSN     0.03320726
13289    TSN     0.00831576
13881    TSN    -0.02607767
14581    TSN    -0.00015639
16525    TSN     0.01763953

TSS
      ticker  signal_return
64       TSS     0.00511233
435      TSS    -0.00432110
952      TSS     0.00064433
1267     TSS     0.03886701
2869     TSS    -0.00315259
4616     TSS     0.04952501
5110     TSS     0.03653236
5827     TSS    -0.00559401
6257     TSS     0.04542413
6518     TSS     0.04326710
6859     TSS    -0.02754136
7227     TSS     0.01920768
7442     TSS    -0.01466196
7791     TSS    -0.01161288
8139     TSS     0.03777468
8403     TSS     0.00914025
8630     TSS    -0.03767641
9291     TSS     0.04433633
9466     TSS     0.03238378
9802     TSS     0.01352225
10165    TSS     0.06708460
10583    TSS     0.00639470
11383    TSS     0.05380880
11673    TSS     0.01876521
12907    TSS    -0.11737859
13086    TSS     0.01912343
13602    TSS    -0.00405517
15023    TSS     0.02005744
15612    TSS    -0.01445456
16360    TSS    -0.00223656
16724    TSS    -0.00134703

TURKES
       ticker  signal_return
65     TURKES     0.04941556
267    TURKES     0.05577057
452    TURKES     0.05860900
783    TURKES     0.05304916
1006   TURKES     0.05827736
1199   TURKES     0.05581353
1410   TURKES     0.04737513
1600   TURKES     0.05826377
1817   TURKES     0.05803876
2067   TURKES     0.06024172
2249   TURKES     0.05417782
2400   TURKES     0.06702905
2569   TURKES     0.06143996
2744   TURKES     0.06403688
2911   TURKES     0.05118345
3061   TURKES     0.07192995
3271   TURKES     0.05511654
3489   TURKES     0.06758856
3672   TURKES     0.07502002
3855   TURKES     0.06171808
4084   TURKES     0.06571729
4234   TURKES     0.06829242
4393   TURKES     0.06363148
4576   TURKES     0.07299256
4846   TURKES     0.06859558
5066   TURKES     0.07623285
5300   TURKES     0.07639404
5519   TURKES     0.06894866
5736   TURKES     0.07202459
5969   TURKES     0.07895362
...       ...            ...
11120  TURKES     0.08278776
11344  TURKES     0.09183961
11544  TURKES     0.08843427
11834  TURKES     0.08574936
12008  TURKES     0.09153159
12161  TURKES     0.09756532
12356  TURKES     0.08080991
12656  TURKES     0.09550468
12871  TURKES     0.09498349
13072  TURKES     0.10375376
13237  TURKES     0.08939059
13396  TURKES     0.10309454
13603  TURKES     0.09892235
13761  TURKES     0.09449319
13982  TURKES     0.09662901
14256  TURKES     0.10409743
14553  TURKES     0.09896296
14769  TURKES     0.09816137
14953  TURKES     0.10289625
15057  TURKES     0.09578208
15193  TURKES     0.08835903
15406  TURKES     0.09655334
15670  TURKES     0.09861991
15871  TURKES     0.11158825
16037  TURKES     0.09313819
16146  TURKES     0.09518368
16403  TURKES     0.09919783
16603  TURKES     0.11410780
16853  TURKES     0.10050870
17086  TURKES     0.10597490

[86 rows x 2 columns]

TWX
      ticker  signal_return
268      TWX     0.02565461
639      TWX    -0.02170819
1690     TWX     0.04585571
2998     TWX     0.02099028
3335     TWX    -0.01166364
3558     TWX     0.02743773
3762     TWX     0.01622754
4896     TWX    -0.11526319
5398     TWX     0.04890254
5893     TWX    -0.02844805
6860     TWX    -0.05177627
7725     TWX     0.01842263
8124     TWX    -0.03797997
8526     TWX     0.02512504
8744     TWX     0.03947240
9173     TWX    -0.09632190
9571     TWX    -0.07398741
9977     TWX     0.01523692
10833    TWX    -0.11011447
11595    TWX     0.02514779
12619    TWX    -0.12289126
12754    TWX     0.00511772
13221    TWX    -0.01642779
14020    TWX     0.04891065
14744    TWX     0.01245662
14954    TWX    -0.00670792
15671    TWX     0.01347784
16202    TWX    -0.00321641

TXN
      ticker  signal_return
129      TXN    -0.00396334
601      TXN     0.03126159
912      TXN     0.00306207
1125     TXN    -0.02472168
1441     TXN    -0.01283832
1731     TXN    -0.07806740
1958     TXN    -0.07171192
2247     TXN    -0.01456282
2434     TXN     0.01563853
3648     TXN    -0.00265930
4847     TXN    -0.10706706
5170     TXN     0.03890312
5389     TXN     0.07038080
6442     TXN     0.05709870
6641     TXN    -0.03772738
7668     TXN    -0.04949311
7968     TXN     0.03475863
8745     TXN    -0.00063231
9302     TXN     0.11471830
10341    TXN     0.02745270
11267    TXN     0.02339901
11596    TXN     0.01259568
12149    TXN     0.01858547
12450    TXN    -0.00047405
12780    TXN     0.04351867
12990    TXN    -0.01112143
14056    TXN    -0.03062356
14554    TXN    -0.01904819
15157    TXN     0.01283686
15872    TXN    -0.00606625
16854    TXN    -0.02865244

TXT
      ticker  signal_return
376      TXT    -0.07462074
850      TXT     0.05462328
1080     TXT    -0.01447292
1365     TXT    -0.04189524
1732     TXT    -0.08710708
2221     TXT    -0.05277214
2870     TXT    -0.02977888
3336     TXT    -0.04319937
3673     TXT    -0.04496617
3996     TXT    -0.03697628
4596     TXT     0.05881492
4848     TXT    -0.15514016
5098     TXT     0.03184131
5399     TXT    -0.00844085
6488     TXT     0.00271187
6997     TXT    -0.01420013
7422     TXT    -0.03562497
8278     TXT    -0.02836903
8832     TXT     0.02831461
9572     TXT    -0.00984768
9782     TXT    -0.02904185
10392    TXT     0.05904218
10584    TXT     0.02133332
11597    TXT     0.04671108
12533    TXT    -0.06286628
13263    TXT     0.00663801
14398    TXT     0.06544180
14634    TXT     0.05215213
15024    TXT    -0.01764988

UA
      ticker  signal_return
12620     UA    -0.17155323
12958     UA    -0.07633205
13867     UA    -0.01568187
14079     UA     0.08378015
14563     UA    -0.05369042
15311     UA    -0.00983699
15821     UA     0.01361337
17016     UA    -0.02810019

UAA
      ticker  signal_return
66       UAA    -0.04227576
308      UAA    -0.02609643
577      UAA    -0.06078585
1312     UAA     0.00761601
1601     UAA    -0.06782655
1853     UAA     0.03581521
2162     UAA     0.03256650
2401     UAA    -0.07023348
2811     UAA     0.03424345
3398     UAA     0.01151260
3879     UAA    -0.02636907
4383     UAA    -0.08945311
4849     UAA    -0.00828324
5520     UAA    -0.04214608
6834     UAA     0.02431807
7017     UAA    -0.00545489
8125     UAA     0.07625611
8375     UAA     0.01259283
9056     UAA    -0.06577768
9714     UAA     0.01393630
9903     UAA     0.03482398
10069    UAA     0.00894305
10393    UAA     0.09563023
11514    UAA    -0.07625476
11895    UAA     0.07732557
12921    UAA    -0.09051401
14080    UAA     0.04859256
14754    UAA    -0.01191672
15158    UAA     0.32285708
15794    UAA     0.02320992
17036    UAA    -0.07072298

UAL
      ticker  signal_return
784      UAL     0.03293504
1081     UAL    -0.05655308
1544     UAL     0.16605970
2641     UAL     0.07029457
2842     UAL    -0.05894254
4302     UAL    -0.00904256
4897     UAL    -0.24350210
5186     UAL     0.03101727
5390     UAL     0.01701011
6207     UAL     0.03534539
6981     UAL     0.00632247
7476     UAL    -0.00054990
9062     UAL    -0.14972040
10342    UAL     0.11911396
11301    UAL    -0.07848513
11864    UAL     0.04395577
12357    UAL     0.07753141
12862    UAL    -0.00944889
13386    UAL     0.00019610
13996    UAL     0.01254722
14334    UAL     0.16442212
14602    UAL     0.04129383
14880    UAL    -0.00506803
15887    UAL    -0.06105764
16540    UAL     0.00609216
16798    UAL    -0.03220448

UDR
      ticker  signal_return
538      UDR    -0.00562702
1968     UDR     0.04078966
2288     UDR    -0.02825694
2951     UDR     0.02651113
3272     UDR    -0.00603802
3538     UDR     0.01050161
3723     UDR     0.01110737
4106     UDR     0.00913557
4506     UDR     0.01810988
5171     UDR    -0.01198018
5721     UDR     0.00221976
6057     UDR     0.05370418
6276     UDR    -0.05741758
6904     UDR    -0.02856101
7585     UDR    -0.03828810
8471     UDR     0.03503086
8679     UDR    -0.12368773
9292     UDR    -0.00475592
9841     UDR    -0.04917465
10804    UDR    -0.00997954
11215    UDR     0.03030136
12233    UDR    -0.01911440
12824    UDR    -0.02134351
13536    UDR    -0.06346880
13845    UDR    -0.00457810
14935    UDR     0.02143436
16132    UDR     0.01791093
16423    UDR     0.00503913
16738    UDR     0.04370186
17017    UDR    -0.01376915

UHS
      ticker  signal_return
147      UHS     0.03825382
328      UHS     0.02689711
578      UHS     0.00521287
1098     UHS    -0.01473630
1570     UHS    -0.05002257
2362     UHS    -0.01807200
3062     UHS     0.06159290
3273     UHS     0.01137740
3490     UHS    -0.02990916
3893     UHS     0.02734971
4171     UHS     0.02703465
4898     UHS    -0.05966815
5894     UHS     0.01194714
6058     UHS    -0.06038711
6879     UHS    -0.01733116
7160     UHS    -0.03409845
7443     UHS     0.02876124
7726     UHS     0.06189959
8453     UHS    -0.01484489
9130     UHS     0.01175938
9418     UHS    -0.09536713
10481    UHS     0.00994850
10863    UHS    -0.10973852
11384    UHS    -0.01152610
11737    UHS     0.03769704
13087    UHS     0.02097189
13246    UHS     0.00174277
14347    UHS    -0.05439698
14914    UHS    -0.04665429
15672    UHS    -0.03278935
16753    UHS     0.03179812

ULTA
      ticker  signal_return
106     ULTA     0.01335382
309     ULTA    -0.03247499
579     ULTA     0.01899288
797     ULTA    -0.00552403
1200    ULTA    -0.01513657
1658    ULTA    -0.00093099
2402    ULTA     0.00344095
4335    ULTA     0.17300696
5111    ULTA     0.02822572
5400    ULTA    -0.01201595
5674    ULTA    -0.00409314
6258    ULTA    -0.01548802
6642    ULTA     0.02964374
6800    ULTA     0.00730173
7161    ULTA    -0.02026901
8086    ULTA     0.03866407
8668    ULTA    -0.08077717
9715    ULTA    -0.07327920
9926    ULTA     0.00466100
10738   ULTA     0.02177439
11157   ULTA     0.00151227
11411   ULTA     0.06632071
11798   ULTA     0.00067243
12150   ULTA     0.11602922
12451   ULTA     0.03546730
12825   ULTA     0.02252814
13183   ULTA     0.02046964
13589   ULTA    -0.01757081
14310   ULTA    -0.09172989
15580   ULTA     0.00159785
15861   ULTA    -0.01722025
16473   ULTA     0.00594044
16813   ULTA    -0.00457394

UNH
      ticker  signal_return
67       UNH    -0.04349694
580      UNH     0.00189242
1513     UNH    -0.04149752
2023     UNH    -0.07697166
2289     UNH     0.00193647
2416     UNH     0.02042529
3519     UNH     0.01215968
3724     UNH     0.01741016
4394     UNH    -0.01820717
4986     UNH     0.04335644
5219     UNH     0.01100395
5606     UNH    -0.03697093
5828     UNH    -0.03099175
6059     UNH     0.06739975
6608     UNH    -0.01297035
6823     UNH     0.02070882
7849     UNH    -0.03279525
8141     UNH    -0.02823488
8955     UNH    -0.04998392
10923    UNH     0.00403243
11158    UNH     0.03007864
11738    UNH    -0.01428811
12207    UNH     0.02361900
12657    UNH     0.00227467
12908    UNH    -0.00097936
13537    UNH    -0.05027871
13983    UNH    -0.02800551
14512    UNH     0.03427579
14690    UNH     0.00968013
14926    UNH    -0.01530501
15538    UNH     0.01821522
15795    UNH    -0.00044269
16335    UNH    -0.00460724
16799    UNH     0.01897083

UNM
      ticker  signal_return
539      UNM    -0.00071983
813      UNM     0.01915243
1060     UNM     0.01084578
1313     UNM    -0.00812069
1794     UNM    -0.02941687
2290     UNM    -0.00311483
2843     UNM    -0.05434325
3337     UNM    -0.00875588
4262     UNM     0.00055850
4666     UNM     0.05752384
5867     UNM    -0.06582870
6161     UNM     0.00399351
7586     UNM     0.01543155
7850     UNM    -0.06219045
8330     UNM    -0.06442734
8833     UNM     0.03772884
9573     UNM     0.03702580
9803     UNM    -0.02206272
10070    UNM    -0.01484257
10242    UNM     0.13348631
10805    UNM    -0.05954800
11715    UNM     0.02038645
12056    UNM     0.04353939
12621    UNM    -0.06549671
13387    UNM    -0.01412852
13846    UNM     0.00547796
14399    UNM     0.08963394
14861    UNM     0.00993012
15244    UNM     0.02177229
15490    UNM     0.01277841
15770    UNM    -0.03448266
16958    UNM    -0.07093923

UNP
      ticker  signal_return
540      UNP    -0.00158646
1061     UNP     0.02005428
1411     UNP     0.02167831
1602     UNP     0.00485964
1854     UNP     0.01358265
2108     UNP     0.00161860
2291     UNP     0.02974097
2754     UNP    -0.01998537
3045     UNP     0.02033900
3274     UNP     0.01305829
3833     UNP    -0.04880961
4172     UNP     0.02778574
4316     UNP     0.02757136
5019     UNP     0.05806883
5287     UNP     0.01648862
6489     UNP    -0.02477092
6944     UNP    -0.02960278
7381     UNP     0.00476525
7691     UNP    -0.01443889
7872     UNP     0.02056628
8300     UNP    -0.01807278
8746     UNP     0.03501824
9892     UNP     0.03938642
10343    UNP     0.04320236
10924    UNP     0.00494754
11268    UNP    -0.05136932
11758    UNP    -0.02469548
12755    UNP     0.02353819
13351    UNP    -0.03841321
13739    UNP    -0.00709989
14021    UNP     0.02084686
14513    UNP     0.01739069
14745    UNP     0.01239983
15245    UNP    -0.02828991
16386    UNP    -0.03067808

UPS
      ticker  signal_return
216      UPS    -0.01760221
581      UPS     0.05461037
798      UPS     0.02004116
1062     UPS     0.00352389
1338     UPS    -0.01395621
1795     UPS     0.01001573
2999     UPS     0.02286798
3139     UPS    -0.03093684
3763     UPS    -0.05072947
3928     UPS     0.02509478
4987     UPS     0.06093402
5241     UPS    -0.00850139
5574     UPS     0.00072754
5895     UPS    -0.03211743
6237     UPS    -0.11872440
6259     UPS     0.02220130
6935     UPS     0.00782863
7089     UPS    -0.06100692
7431     UPS    -0.02628989
8067     UPS    -0.01805778
8331     UPS    -0.07510258
9266     UPS     0.02907597
9447     UPS    -0.01709282
10166    UPS     0.04850024
11049    UPS     0.04062121
11302    UPS    -0.00104827
11716    UPS    -0.02329430
12452    UPS     0.02122438
12781    UPS     0.00081777
14348    UPS     0.02984005
14620    UPS     0.02812765
14881    UPS    -0.03082130
15312    UPS     0.00128370
17037    UPS     0.01882302

URI
      ticker  signal_return
320      URI    -0.01031623
541      URI     0.04189343
953      URI     0.01983755
1135     URI     0.04676684
1268     URI     0.03174448
1659     URI    -0.00097991
2125     URI     0.06162628
2341     URI     0.00943045
3000     URI     0.03619577
3275     URI    -0.01636729
3649     URI     0.02787511
4189     URI     0.02405629
4711     URI    -0.09028830
5983     URI     0.08810584
7052     URI    -0.01372500
7308     URI     0.01461466
7491     URI    -0.13493200
8001     URI     0.02201081
8253     URI     0.18448207
8834     URI    -0.06923071
9419     URI     0.05834550
9655     URI    -0.05483293
10344    URI     0.07697387
10619    URI     0.05039303
11759    URI    -0.06085588
12208    URI    -0.05910482
12922    URI     0.00887850
13299    URI     0.02168237
14257    URI    -0.26153959
14400    URI     0.09125063
14635    URI     0.09594001
15194    URI     0.10541333
15771    URI    -0.05399640
16245    URI     0.05332179
16666    URI    -0.04529532

URUMIE
       ticker  signal_return
68     URUMIE     0.04374516
249    URUMIE     0.04866149
409    URUMIE     0.03836305
711    URUMIE     0.05478186
875    URUMIE     0.04368196
1113   URUMIE     0.05133155
1240   URUMIE     0.05571376
1455   URUMIE     0.05960671
1676   URUMIE     0.04484165
1945   URUMIE     0.05977084
2144   URUMIE     0.05071628
2330   URUMIE     0.06112539
2457   URUMIE     0.05730416
2611   URUMIE     0.06085973
2784   URUMIE     0.05933657
2969   URUMIE     0.06476639
3104   URUMIE     0.05994775
3355   URUMIE     0.06139321
3559   URUMIE     0.05346775
3730   URUMIE     0.05553590
3997   URUMIE     0.07150878
4148   URUMIE     0.06948969
4303   URUMIE     0.06587327
4477   URUMIE     0.07084481
4674   URUMIE     0.06471610
4956   URUMIE     0.07293323
5196   URUMIE     0.07239963
5401   URUMIE     0.07229506
5675   URUMIE     0.08497642
5896   URUMIE     0.07249553
...       ...            ...
11112  URUMIE     0.09319219
11337  URUMIE     0.08330471
11521  URUMIE     0.09130825
11799  URUMIE     0.09581520
11987  URUMIE     0.08692079
12151  URUMIE     0.09617091
12337  URUMIE     0.08752869
12642  URUMIE     0.09733887
12863  URUMIE     0.08776738
13056  URUMIE     0.09871568
13238  URUMIE     0.08773558
13397  URUMIE     0.09445562
13604  URUMIE     0.10047916
13762  URUMIE     0.09608676
13984  URUMIE     0.09728340
14258  URUMIE     0.10126118
14555  URUMIE     0.09407138
14770  URUMIE     0.10684262
14955  URUMIE     0.09377761
15058  URUMIE     0.09200235
15195  URUMIE     0.10247082
15407  URUMIE     0.10031916
15673  URUMIE     0.10195341
15873  URUMIE     0.10987942
16047  URUMIE     0.10836487
16166  URUMIE     0.11147395
16424  URUMIE     0.09658745
16625  URUMIE     0.10739856
16897  URUMIE     0.10351099
17104  URUMIE     0.10002820

[86 rows x 2 columns]

USB
      ticker  signal_return
954      USB     0.02425925
1201     USB     0.00978555
1396     USB     0.02039088
1571     USB    -0.02945721
2331     USB     0.01995606
3491     USB    -0.00028834
4085     USB    -0.03644665
4850     USB    -0.02074661
5220     USB     0.00846590
5471     USB     0.01875474
5897     USB    -0.04152342
6135     USB    -0.02931923
7090     USB    -0.01101359
7712     USB    -0.00156337
8153     USB    -0.01148676
8957     USB    -0.01654942
9656     USB     0.00729265
10243    USB     0.06361325
10864    USB    -0.04796332
11717    USB     0.01397961
12534    USB    -0.01748203
13129    USB     0.00880451
13300    USB     0.00505168
14134    USB     0.05369827
14462    USB     0.03731238
14691    USB     0.04164391
14956    USB    -0.02494463
15246    USB     0.00835395
15491    USB     0.01594462
15772    USB    -0.02604080
16167    USB    -0.02567789
17018    USB    -0.04090866

UTX
      ticker  signal_return
69       UTX     0.01317445
1424     UTX     0.01006542
1711     UTX    -0.05258028
2570     UTX    -0.01513015
3338     UTX    -0.02495703
3834     UTX     0.05411734
4066     UTX    -0.06104457
4712     UTX    -0.00550641
5443     UTX     0.02462627
5701     UTX     0.01912203
6208     UTX    -0.01047218
6519     UTX     0.01587335
7267     UTX    -0.05173424
7969     UTX     0.00017934
8254     UTX     0.03648665
8747     UTX     0.04166159
9104     UTX    -0.07262014
9448     UTX     0.00178731
10394    UTX     0.06277017
10969    UTX    -0.01946007
11545    UTX     0.01654839
12622    UTX    -0.07231348
12826    UTX     0.03192512
13184    UTX    -0.00742253
13605    UTX    -0.01487385
13912    UTX    -0.02588462
14463    UTX     0.00955873
14893    UTX     0.00533045
15059    UTX    -0.01983106
15613    UTX    -0.00195747
16260    UTX     0.05383376
16725    UTX    -0.01273903

V
      ticker  signal_return
221        V    -0.04290299
669        V    -0.03413780
1136       V     0.01269151
1269       V     0.03574276
1691       V    -0.08401663
2589       V    -0.00686134
3650       V     0.01689949
4851       V    -0.04063074
5134       V     0.06045523
5444       V     0.03433415
5939       V    -0.02688741
6305       V    -0.07846779
6400       V     0.00620825
6609       V    -0.00584099
8211       V     0.06102290
9337       V     0.02057632
9622       V     0.01292619
10345      V     0.01488184
10806      V    -0.06456941
11385      V     0.04081138
11598      V    -0.01198979
12287      V    -0.06475900
12535      V    -0.01939759
13290      V     0.01797224
13455      V    -0.00024030
14514      V    -0.01183431
14746      V    -0.05255195
15247      V     0.01408391
15515      V     0.02622459
15862      V    -0.00603624
16604      V     0.01765217
16933      V    -0.02080781

VAR
      ticker  signal_return
70       VAR    -0.00857569
390      VAR    -0.05403850
1572     VAR     0.00625424
2785     VAR    -0.02730973
3492     VAR     0.00165857
3687     VAR     0.02581012
4533     VAR     0.00626961
4942     VAR    -0.06188052
5301     VAR     0.02523435
6319     VAR    -0.01521512
7136     VAR    -0.10158176
7268     VAR     0.01428272
7750     VAR     0.02024816
8376     VAR    -0.03578322
8835     VAR     0.04770733
9116     VAR    -0.02180670
9881     VAR    -0.03744821
10482    VAR     0.00239298
11472    VAR     0.03368382
11674    VAR    -0.03531821
12536    VAR    -0.06861832
12827    VAR     0.01678393
13018    VAR     0.07308243
13352    VAR    -0.01717500
13644    VAR     0.01361256
14173    VAR     0.01230441
15268    VAR     0.07677140
16526    VAR     0.00104603
16800    VAR     0.04551013

VFC
      ticker  signal_return
217      VFC    -0.04988128
602      VFC     0.03443322
814      VFC     0.02031556
1063     VFC     0.00809796
1366     VFC     0.00636725
3010     VFC    -0.01362721
4235     VFC     0.02661221
4443     VFC     0.00620603
5221     VFC     0.05895728
5416     VFC     0.00841367
5961     VFC    -0.00504850
6341     VFC    -0.08149429
6635     VFC    -0.06079316
7278     VFC     0.01102516
8255     VFC     0.02860950
9449     VFC    -0.07913732
10244    VFC     0.05445496
10970    VFC     0.01441556
11988    VFC    -0.02410148
12623    VFC    -0.10309341
13578    VFC     0.04169103
13847    VFC     0.00164639
14057    VFC    -0.03390155
15098    VFC     0.02066350
15361    VFC    -0.06105182
15927    VFC     0.04215741
16246    VFC    -0.04382378
16667    VFC    -0.03857227

VIAB
      ticker  signal_return
71      VIAB     0.01042686
1434    VIAB    -0.01912418
4015    VIAB     0.00940580
4395    VIAB     0.01744845
4667    VIAB     0.09797259
6136    VIAB     0.00458276
6342    VIAB    -0.06839246
7228    VIAB    -0.11503557
7358    VIAB    -0.00776437
8026    VIAB     0.05175946
8280    VIAB     0.12765440
8531    VIAB     0.08713507
8958    VIAB    -0.14311832
9338    VIAB    -0.00888356
9604    VIAB    -0.00606240
9764    VIAB    -0.12797888
9978    VIAB     0.01014992
10346   VIAB    -0.10533480
10823   VIAB    -0.12459014
11760   VIAB    -0.02690959
12254   VIAB    -0.00319651
13538   VIAB     0.04013227
13672   VIAB    -0.03994905
14894   VIAB    -0.02831074
15129   VIAB     0.04643999
15437   VIAB     0.00000000
16038   VIAB    -0.00267559
16474   VIAB     0.15419313

VLO
      ticker  signal_return
542      VLO     0.06991283
955      VLO     0.07009801
1137     VLO    -0.00170977
1314     VLO     0.02565559
1514     VLO    -0.00918244
2342     VLO     0.01226781
2844     VLO    -0.02958640
3674     VLO     0.02700360
4534     VLO     0.05524344
6137     VLO    -0.14923447
6349     VLO     0.08317083
6565     VLO    -0.00366240
6936     VLO    -0.07925907
7990     VLO     0.04054080
8567     VLO    -0.16473793
9574     VLO     0.02382102
9815     VLO    -0.03002809
10688    VLO     0.08197684
11896    VLO    -0.00515145
12338    VLO    -0.00215370
12707    VLO    -0.02006225
13309    VLO     0.00804653
14081    VLO    -0.01349640
14401    VLO     0.05187283
14822    VLO     0.00575775
14979    VLO    -0.03472113
16203    VLO    -0.00528608
16814    VLO    -0.05407565

VMC
      ticker  signal_return
72       VMC    -0.00439813
670      VMC     0.00907447
1756     VMC     0.06854695
2292     VMC    -0.02360640
2845     VMC    -0.00403129
4617     VMC     0.09221369
5342     VMC    -0.02680137
6238     VMC     0.05684849
6444     VMC     0.05892868
6683     VMC     0.00719300
7279     VMC     0.04060007
8233     VMC    -0.04758914
8497     VMC     0.03075588
9057     VMC    -0.12700792
9783     VMC    -0.05007136
10347    VMC     0.03374536
10971    VMC     0.05209926
11159    VMC     0.01392355
11473    VMC    -0.00196069
11835    VMC     0.03884241
12113    VMC    -0.00648451
12717    VMC     0.03132464
13409    VMC     0.03661156
14349    VMC     0.06835136
15408    VMC     0.03122386
16017    VMC    -0.09511663
16451    VMC    -0.00093465

VNO
      ticker  signal_return
543      VNO    -0.00425771
1603     VNO    -0.00756903
2024     VNO     0.00720877
2293     VNO     0.00446928
2612     VNO     0.00745271
2846     VNO     0.04570106
3158     VNO    -0.02438915
4444     VNO     0.01936274
4713     VNO    -0.08419462
5172     VNO    -0.01090047
5575     VNO     0.01494690
5829     VNO     0.02607445
6006     VNO     0.02712952
6738     VNO    -0.08046152
7269     VNO     0.00957497
7692     VNO    -0.01489368
7905     VNO    -0.01107729
8836     VNO     0.08181656
9339     VNO     0.02293632
9575     VNO    -0.08179589
10483    VNO     0.05940805
10671    VNO     0.03121903
11546    VNO    -0.00258358
11975    VNO    -0.02617787
12377    VNO     0.02071513
12828    VNO     0.03055307
13034    VNO     0.00085946
13848    VNO     0.00052026
14082    VNO     0.04626967
14895    VNO    -0.01856447
15025    VNO    -0.02264815
15516    VNO     0.00219881
15994    VNO     0.00642708
16361    VNO     0.02071698
16959    VNO    -0.02285752

VRSK
      ticker  signal_return
130     VRSK    -0.01724575
410     VRSK     0.01948976
1969    VRSK    -0.05877168
2458    VRSK     0.05461738
2642    VRSK     0.00465960
3880    VRSK    -0.04531520
4173    VRSK     0.01091714
5830    VRSK    -0.02672243
6366    VRSK     0.02923089
6636    VRSK    -0.03381556
7229    VRSK    -0.04838686
8405    VRSK    -0.02381831
8959    VRSK    -0.04373476
9222    VRSK    -0.02076027
10689   VRSK     0.00611712
11303   VRSK     0.02510805
12685   VRSK     0.05003449
15458   VRSK    -0.00867452
15840   VRSK     0.00112493
16475   VRSK    -0.02254524

VRSN
      ticker  signal_return
148     VRSN     0.01554079
582     VRSN     0.02069618
913     VRSN     0.02862449
1315    VRSN     0.02572925
1515    VRSN     0.01734944
1986    VRSN     0.00778919
2812    VRSN    -0.01640760
3426    VRSN    -0.04255119
3894    VRSN    -0.01760321
5044    VRSN     0.02112457
5288    VRSN    -0.00381079
6490    VRSN     0.03658751
6861    VRSN     0.02402061
7023    VRSN     0.00310536
7560    VRSN    -0.01117152
7970    VRSN    -0.04476339
8194    VRSN     0.08948458
9206    VRSN     0.01838138
9366    VRSN     0.06561823
9657    VRSN     0.09021796
9904    VRSN    -0.04659245
10395   VRSN     0.04622149
10807   VRSN    -0.13921051
11070   VRSN    -0.00652788
12038   VRSN    -0.02202576
12624   VRSN    -0.05006171
13239   VRSN     0.02195843
14197   VRSN    -0.03940506
15874   VRSN     0.00727024
16898   VRSN    -0.00097577

VRTX
      ticker  signal_return
370     VRTX    -0.07210811
785     VRTX     0.06074525
1604    VRTX     0.01472295
2452    VRTX     0.11453760
2668    VRTX    -0.02273360
3339    VRTX    -0.11341983
3520    VRTX     0.04770513
4516    VRTX     0.04559516
5242    VRTX    -0.03823561
6239    VRTX    -0.13171507
6824    VRTX    -0.05206413
8075    VRTX    -0.07917059
8154    VRTX    -0.06106469
8472    VRTX     0.01894489
8960    VRTX    -0.10978602
9131    VRTX    -0.06303662
10396   VRTX     0.18382209
12173   VRTX    -0.01929390
13088   VRTX     0.00863719
13724   VRTX     0.05364901
13949   VRTX     0.02104535
14964   VRTX    -0.08940749
15438   VRTX    -0.03650457
15708   VRTX     0.02312494
15928   VRTX     0.13288351
16087   VRTX     0.02062474
16425   VRTX    -0.03707412
16855   VRTX     0.00894050

VTR
      ticker  signal_return
691      VTR    -0.08943116
1023     VTR     0.04299324
2025     VTR    -0.02346620
2294     VTR    -0.03320773
2613     VTR     0.00902028
2886     VTR     0.01178502
4190     VTR     0.00668492
4445     VTR    -0.01845907
4852     VTR     0.02066906
5173     VTR     0.00218707
5445     VTR     0.02758503
5710     VTR    -0.00757369
6007     VTR     0.04198258
6240     VTR    -0.00865589
6739     VTR    -0.05320107
7270     VTR     0.01021161
7587     VTR     0.00619197
7906     VTR    -0.04321318
8631     VTR    -0.05588249
9021     VTR    -0.08059840
9658     VTR    -0.03708420
10824    VTR    -0.07258068
11022    VTR     0.05748774
11269    VTR     0.01948321
11718    VTR    -0.00769416
11897    VTR    -0.00107009
12234    VTR     0.03691425
12625    VTR     0.01189907
12941    VTR    -0.01568820
13539    VTR    -0.05842532
13913    VTR    -0.03686303
14238    VTR     0.06911350
15674    VTR    -0.05933562
15875    VTR    -0.07029790
16133    VTR    -0.02255270
16688    VTR     0.00657776
17038    VTR     0.05368884

VVEDEN
       ticker  signal_return
93     VVEDEN     0.04682198
269    VVEDEN     0.04494875
436    VVEDEN     0.04674420
755    VVEDEN     0.04751823
956    VVEDEN     0.05010928
1138   VVEDEN     0.06957669
1316   VVEDEN     0.05535060
1516   VVEDEN     0.05915312
1796   VVEDEN     0.06230215
2049   VVEDEN     0.05893381
2222   VVEDEN     0.05866718
2384   VVEDEN     0.05623643
2537   VVEDEN     0.06146438
2700   VVEDEN     0.06619780
2901   VVEDEN     0.06248409
3055   VVEDEN     0.07575751
3276   VVEDEN     0.07184912
3493   VVEDEN     0.06562331
3675   VVEDEN     0.06416841
3856   VVEDEN     0.06117440
4086   VVEDEN     0.07712906
4250   VVEDEN     0.07815040
4420   VVEDEN     0.07454961
4618   VVEDEN     0.07622540
4922   VVEDEN     0.06900129
5135   VVEDEN     0.08499680
5354   VVEDEN     0.07452807
5630   VVEDEN     0.07329503
5831   VVEDEN     0.07371968
6008   VVEDEN     0.07354523
...       ...            ...
11100  VVEDEN     0.09814686
11331  VVEDEN     0.09181745
11515  VVEDEN     0.09150000
11783  VVEDEN     0.08556955
11976  VVEDEN     0.09493407
12136  VVEDEN     0.09483148
12339  VVEDEN     0.08977245
12643  VVEDEN     0.09469487
12864  VVEDEN     0.09264792
13057  VVEDEN     0.09516066
13222  VVEDEN     0.10074655
13388  VVEDEN     0.09347009
13590  VVEDEN     0.10726510
13740  VVEDEN     0.09475691
13985  VVEDEN     0.10220248
14259  VVEDEN     0.09202240
14556  VVEDEN     0.09896854
14771  VVEDEN     0.09520527
14957  VVEDEN     0.10109376
15060  VVEDEN     0.09970895
15196  VVEDEN     0.10725530
15409  VVEDEN     0.10280313
15675  VVEDEN     0.08980009
15876  VVEDEN     0.10768464
16048  VVEDEN     0.10168506
16168  VVEDEN     0.09087646
16426  VVEDEN     0.10607355
16626  VVEDEN     0.10246490
16899  VVEDEN     0.09965374
17105  VVEDEN     0.10675039

[85 rows x 2 columns]

VZ
      ticker  signal_return
583       VZ     0.00955231
1946      VZ     0.00930843
2614      VZ    -0.01631153
2961      VZ     0.01960447
3083      VZ    -0.00342363
3705      VZ     0.01889820
3908      VZ    -0.05807118
5099      VZ     0.01292650
5334      VZ    -0.01198560
5711      VZ    -0.03175547
7162      VZ    -0.00641413
7644      VZ    -0.00485797
7971      VZ    -0.02532968
8358      VZ    -0.03009039
8961      VZ    -0.02516134
9534      VZ    -0.05818785
10137     VZ    -0.05467708
10550     VZ     0.08023892
10997     VZ     0.02324123
11216     VZ     0.01621808
11482     VZ    -0.04019238
12378     VZ     0.04454877
12708     VZ    -0.00479876
13540     VZ    -0.01417920
13849     VZ    -0.00218579
14022     VZ     0.04729556
14515     VZ    -0.09849421
14936     VZ     0.02997525
16299     VZ     0.00896676
16605     VZ    -0.01790832

WAT
      ticker  signal_return
201      WAT    -0.00904557
1202     WAT    -0.01385330
1634     WAT     0.05487425
2090     WAT    -0.00581787
2856     WAT    -0.05710792
4632     WAT     0.03052577
4943     WAT    -0.14457921
4988     WAT     0.04327862
5243     WAT     0.02666125
6061     WAT    -0.03130900
6287     WAT    -0.00562956
6825     WAT     0.00272502
7345     WAT     0.02192056
7793     WAT    -0.05364810
8838     WAT     0.02265616
9174     WAT    -0.04546623
9576     WAT    -0.01301636
9843     WAT    -0.03498213
10138    WAT    -0.09426791
10428    WAT     0.02839752
10620    WAT     0.00846484
11386    WAT     0.00386554
11599    WAT    -0.01119498
12209    WAT    -0.03191490
12698    WAT     0.04715650
12991    WAT     0.02029684
13301    WAT    -0.01613491
14083    WAT    -0.01823107
14564    WAT     0.00259250
15159    WAT     0.00405290
15539    WAT     0.00507153
15929    WAT    -0.01720226
16219    WAT     0.08005720
16689    WAT     0.04236110
16976    WAT    -0.00204719

WBA
      ticker  signal_return
94       WBA     0.02666331
492      WBA     0.02622034
1573     WBA    -0.06608808
2050     WBA     0.03534910
3140     WBA     0.01894471
3427     WBA    -0.04077818
4067     WBA    -0.04604394
5222     WBA     0.03192478
5722     WBA     0.04617131
6452     WBA     0.03058515
6648     WBA     0.00767390
6826     WBA    -0.00902993
7024     WBA    -0.06616656
8076     WBA     0.06411967
8962     WBA    -0.09080265
9468     WBA    -0.13035384
9699     WBA    -0.04594319
10808    WBA    -0.08149026
11270    WBA     0.04000533
12039    WBA    -0.02096079
12453    WBA    -0.03907965
13468    WBA    -0.02741866
13997    WBA    -0.05972487
14582    WBA     0.00342932
14882    WBA    -0.02472734
17106    WBA     0.00165869

WDC
      ticker  signal_return
437      WDC     0.04997891
957      WDC    -0.01073640
1163     WDC     0.05675726
1517     WDC     0.02797627
2538     WDC    -0.01613912
3603     WDC     0.06921869
4597     WDC     0.02532082
4853     WDC    -0.01339649
5417     WDC     0.03191143
5702     WDC     0.04971738
6937     WDC     0.00088248
7755     WDC     0.14297413
8087     WDC    -0.00207308
9092     WDC    -0.14799870
9456     WDC     0.00822312
9672     WDC     0.02791027
9993     WDC    -0.03613905
10397    WDC     0.26560113
10809    WDC    -0.02031246
11915    WDC    -0.00627453
12270    WDC    -0.01764573
12454    WDC    -0.01825019
12829    WDC     0.03599555
13606    WDC     0.07085439
14823    WDC     0.00101178
15130    WDC     0.07772940
16049    WDC     0.03406126
16404    WDC     0.00649062
16829    WDC    -0.01367618

WEC
      ticker  signal_return
1494     WEC    -0.02909385
1878     WEC     0.03107370
2126     WEC     0.00817443
2363     WEC     0.02689350
2539     WEC     0.01450228
2701     WEC     0.00849306
2887     WEC    -0.06342573
3998     WEC    -0.00468891
4899     WEC     0.05184473
5136     WEC    -0.03250430
5691     WEC     0.02753179
5940     WEC     0.00111961
6179     WEC     0.00642400
6740     WEC    -0.03631599
7610     WEC    -0.01543770
8548     WEC     0.02944398
9195     WEC     0.00057433
9323     WEC    -0.03260116
9905     WEC    -0.06321283
10488    WEC     0.04121437
10655    WEC     0.00229320
10972    WEC    -0.00103538
11217    WEC     0.02187903
11989    WEC    -0.02205291
12190    WEC     0.03430952
12379    WEC     0.02727088
12709    WEC    -0.02538793
13240    WEC     0.00769363
13541    WEC    -0.06359672
13799    WEC    -0.01503528
14464    WEC    -0.01982031
15116    WEC    -0.00506758
15648    WEC    -0.01993421
15986    WEC    -0.00214256
16511    WEC    -0.00105590
16726    WEC     0.02025467
17065    WEC    -0.02493182

WFC
      ticker  signal_return
347      WFC    -0.04806307
999      WFC     0.01459214
1317     WFC     0.00908392
1545     WFC     0.00932054
2295     WFC     0.03489948
2435     WFC     0.01618486
3084     WFC     0.04578573
3345     WFC    -0.00190331
4087     WFC    -0.03149087
4478     WFC    -0.02409291
4923     WFC    -0.05865910
5223     WFC    -0.00318084
5576     WFC    -0.01442066
5927     WFC    -0.03503981
6790     WFC    -0.01980263
7346     WFC    -0.00089246
7588     WFC     0.00455821
7794     WFC    -0.01677774
8282     WFC    -0.00849462
8839     WFC     0.05093254
9659     WFC    -0.00053730
10245    WFC     0.07752404
10810    WFC    -0.03382986
11800    WFC    -0.02257073
12537    WFC    -0.05054920
13353    WFC    -0.05388788
13673    WFC    -0.01701135
14465    WFC     0.01899338
14747    WFC     0.01552117
15517    WFC     0.02973628
16134    WFC    -0.00699175

WHR
      ticker  signal_return
131      WHR     0.03615522
1099     WHR    -0.03468786
1318     WHR     0.00479158
1855     WHR    -0.04589758
3361     WHR     0.00325298
4016     WHR    -0.03188974
4517     WHR    -0.08515781
5020     WHR     0.10317678
5258     WHR     0.04789735
5577     WHR    -0.03015413
5832     WHR    -0.00785144
6062     WHR     0.02056641
6379     WHR    -0.01193806
7091     WHR     0.05580044
7972     WHR    -0.01093157
8234     WHR    -0.07570480
9093     WHR     0.02364207
10348    WHR     0.03001368
10980    WHR     0.06360797
11170    WHR     0.06555809
11429    WHR     0.03160140
11675    WHR    -0.07194836
12538    WHR    -0.06056311
12909    WHR     0.02239663
13607    WHR     0.00363178
14084    WHR    -0.03767945
14824    WHR     0.04081279
14980    WHR    -0.00327243
15197    WHR    -0.08572258
16088    WHR    -0.02698600
16362    WHR     0.00070200
16934    WHR     0.03100622

WLTW
      ticker  signal_return
11875   WLTW    -0.01640890
12210   WLTW    -0.03083962
12626   WLTW    -0.11891397
13456   WLTW    -0.00116754
13658   WLTW     0.02602001
14311   WLTW    -0.06658088
15061   WLTW    -0.00927143
15581   WLTW     0.00000000
16039   WLTW    -0.03294346
16336   WLTW     0.07539166
16856   WLTW     0.00916472
17087   WLTW    -0.00798537

WM
      ticker  signal_return
651       WM     0.01102446
958       WM     0.01967567
1677      WM     0.02552123
2223      WM    -0.00486271
2847      WM     0.00159653
3159      WM    -0.00688797
3929      WM    -0.00241573
4121      WM     0.02719788
4406      WM     0.00232288
5021      WM     0.02759648
5259      WM    -0.01877989
5833      WM     0.00724854
6180      WM    -0.01310231
6535      WM     0.02272825
6862      WM    -0.02612363
7231      WM     0.01027717
7751      WM     0.02891973
8377      WM     0.02675219
8596      WM    -0.04638227
9268      WM     0.01052048
9469      WM    -0.01277913
10878     WM     0.04042038
11050     WM     0.02602473
11338     WM    -0.02466301
11898     WM     0.00643513
12255     WM     0.01189725
12539     WM     0.06104932
13542     WM    -0.00967417
13941     WM    -0.02654882
14208     WM     0.03089165
14527     WM     0.01847361
14896     WM     0.00367077
15582     WM     0.00769975
15930     WM    -0.02234041
16300     WM    -0.01140077
16627     WM    -0.02303098

WMB
      ticker  signal_return
218      WMB    -0.01476647
692      WMB    -0.06966334
836      WMB    -0.01181400
1397     WMB     0.04065177
1574     WMB    -0.00715932
1856     WMB     0.01728438
2145     WMB     0.01535766
2888     WMB     0.04915327
3046     WMB     0.02832316
3277     WMB     0.21007924
4280     WMB    -0.03862109
4774     WMB    -0.05656039
5712     WMB    -0.01376576
7073     WMB     0.01398892
7382     WMB    -0.03694554
7732     WMB    -0.19521950
7827     WMB    -0.06745657
9036     WMB     0.01812882
9175     WMB    -0.15149006
9906     WMB     0.31700669
10071    WMB    -0.20079730
10349    WMB     0.04312936
10811    WMB    -0.33493496
11836    WMB    -0.02531781
12040    WMB     0.04898939
12256    WMB    -0.01788809
12865    WMB    -0.02228027
13095    WMB     0.01507858
13264    WMB     0.00142197
13438    WMB     0.02660155
14981    WMB    -0.09915646
16077    WMB     0.01925051
16337    WMB    -0.02464393

WMT
      ticker  signal_return
348      WMT    -0.04462718
712      WMT     0.02395247
959      WMT     0.02411261
1692     WMT     0.04743919
2615     WMT    -0.00179234
2813     WMT     0.01348831
3399     WMT    -0.00385972
3999     WMT    -0.01739644
4362     WMT    -0.00868162
4738     WMT    -0.02865303
5289     WMT     0.07234408
5578     WMT    -0.03790836
6024     WMT    -0.00339175
6769     WMT    -0.01792455
7077     WMT     0.01513157
7463     WMT     0.02035492
7645     WMT     0.00438958
7973     WMT    -0.03264528
8680     WMT     0.08497232
9303     WMT     0.04062767
9716     WMT    -0.04199819
10139    WMT     0.00501903
10642    WMT    -0.00271616
10973    WMT    -0.00192555
11181    WMT     0.01037339
11676    WMT    -0.03303320
12057    WMT    -0.11646255
12077    WMT     0.01689062
12686    WMT     0.00886228
13167    WMT    -0.02353372
13543    WMT    -0.02874365
13868    WMT     0.00912455
15107    WMT     0.01063282
16114    WMT     0.02546183
16363    WMT     0.02332391
16690    WMT     0.02647139
16953    WMT    -0.06113871

WRK
      ticker  signal_return
9106     WRK    -0.02377276
9721     WRK    -0.07029883
9979     WRK     0.00284495
10398    WRK     0.26683405
10865    WRK    -0.11413950
11774    WRK     0.01349888
12455    WRK    -0.07397826
12872    WRK     0.00936556
13185    WRK     0.03899129
13334    WRK    -0.01594328
14516    WRK     0.03731448
14780    WRK     0.01362131
15198    WRK    -0.00277907
16147    WRK    -0.08572284
17019    WRK     0.00017450

WU
      ticker  signal_return
73        WU    -0.01411676
640       WU    -0.10280949
756       WU    -0.03842149
1797      WU     0.00701310
3511      WU     0.03703038
3706      WU    -0.01191503
4535      WU     0.01466123
4854      WU    -0.04979249
5224      WU     0.03748691
5579      WU    -0.08037915
6520      WU     0.05223922
6960      WU     0.01218042
7280      WU     0.02141609
8006      WU    -0.01099775
8332      WU    -0.08968875
8963      WU    -0.04506257
10072     WU     0.01414451
10246     WU     0.01409301
11051     WU     0.00389508
11500     WU     0.02407338
11837     WU    -0.06909730
12540     WU    -0.06035025
12873     WU    -0.00647897
13111     WU     0.01867423
14583     WU     0.02718068
14825     WU    -0.01399722
15026     WU    -0.05881346
15269     WU    -0.03953480
16668     WU    -0.02817088

WY
      ticker  signal_return
544       WY     0.02059952
2616      WY    -0.00174978
2952      WY    -0.00560410
3085      WY     0.01447203
3521      WY     0.02849894
4191      WY     0.00610076
5187      WY    -0.00731961
5472      WY     0.03719786
6701      WY     0.00438661
6982      WY     0.03396494
7309      WY    -0.04830039
7756      WY    -0.04530716
8212      WY    -0.00686614
8964      WY     0.01863185
9577      WY    -0.02003680
9765      WY    -0.01482911
10350     WY     0.10236627
10812     WY    -0.03568060
11271     WY     0.03495375
11600     WY     0.01716379
12358     WY     0.03072818
12992     WY    -0.01778097
14260     WY    -0.04547781
14826     WY    -0.06622027
15492     WY    -0.00207377
15773     WY    -0.00559236
16106     WY     0.00434972
16691     WY    -0.02446882

WYN
      ticker  signal_return
584      WYN     0.03954412
960      WYN     0.06273466
1367     WYN    -0.01699993
2317     WYN    -0.03747690
3182     WYN    -0.03176594
3651     WYN    -0.00287732
3881     WYN    -0.04149538
4140     WYN     0.01091614
4900     WYN    -0.04920234
5580     WYN    -0.00794898
5941     WYN    -0.00046696
6242     WYN    -0.05227508
6453     WYN     0.03119722
6684     WYN    -0.03363539
7200     WYN    -0.00150385
7669     WYN    -0.00405148
7873     WYN     0.00519859
8378     WYN     0.01022453
8748     WYN     0.00452609
9470     WYN     0.00556484
10073    WYN    -0.00815184
10247    WYN     0.05415500
10813    WYN    -0.13105388
11023    WYN     0.03601873
11272    WYN    -0.04740592
11990    WYN     0.01734358
12627    WYN    -0.14347794
12782    WYN     0.04529026
13544    WYN    -0.02975621
14135    WYN    -0.07204149
14517    WYN     0.02343473
14781    WYN     0.03146150
15199    WYN     0.01628089
15410    WYN     0.02702209
16148    WYN     0.09591522
16900    WYN    -0.02003603

WYNN
      ticker  signal_return
74      WYNN     0.04370509
250     WYNN     0.01620701
411     WYNN     0.00937908
1170    WYNN     0.07689190
1412    WYNN     0.07881851
1605    WYNN    -0.07543267
1879    WYNN     0.02793444
2163    WYNN     0.07709079
2848    WYNN    -0.05054937
4281    WYNN     0.06511936
5646    WYNN     0.11583612
6751    WYNN     0.00604049
7232    WYNN    -0.02440262
7433    WYNN     0.08294200
7916    WYNN    -0.11156918
8632    WYNN     0.16436505
9010    WYNN    -0.03854867
9080    WYNN     0.02541027
10429   WYNN    -0.11026132
10879   WYNN     0.13051681
11052   WYNN     0.00508045
11304   WYNN    -0.00661618
11502   WYNN    -0.04291189
13579   WYNN    -0.05352865
14286   WYNN    -0.03844428
15877   WYNN     0.09461265
16078   WYNN    -0.00387547
16364   WYNN    -0.01141380
16628   WYNN     0.00615722
16901   WYNN     0.00336285

XEC
      ticker  signal_return
75       XEC     0.05083468
270      XEC     0.03369385
493      XEC     0.00292301
1620     XEC    -0.07317549
2051     XEC     0.04365831
2453     XEC    -0.02793811
2766     XEC    -0.01865818
2953     XEC    -0.01649737
3494     XEC    -0.00674551
3835     XEC    -0.06165804
4536     XEC     0.06372508
4714     XEC     0.02939330
6162     XEC    -0.11607664
6566     XEC    -0.05234135
6998     XEC     0.03053306
7974     XEC     0.00192458
8235     XEC    -0.00813850
9176     XEC    -0.21864898
9269     XEC    -0.03650101
9980     XEC     0.12677570
10351    XEC    -0.03020142
11089    XEC     0.01455781
11516    XEC     0.06828396
11801    XEC     0.01719802
12271    XEC    -0.02229710
13112    XEC     0.04292654
13302    XEC     0.01369218
13850    XEC     0.00586177
14287    XEC    -0.03509092
15822    XEC     0.01187332
16003    XEC    -0.00867131
16754    XEC     0.14115866
17066    XEC     0.04392049

XEL
      ticker  signal_return
1857     XEL     0.02407269
2109     XEL     0.01206853
2375     XEL    -0.00010074
2590     XEL     0.02065922
2814     XEL    -0.03828219
3575     XEL    -0.02164111
4068     XEL    -0.05672722
4363     XEL    -0.03101217
4924     XEL     0.01155379
5137     XEL    -0.00899017
5590     XEL    -0.00058377
5834     XEL     0.01856412
6741     XEL    -0.04246905
7383     XEL    -0.03822502
7646     XEL    -0.02273357
8454     XEL     0.03207313
8669     XEL    -0.06485347
9324     XEL    -0.02253538
10517    XEL     0.04647115
10690    XEL     0.00988727
11101    XEL     0.01108647
11387    XEL    -0.01621330
12235    XEL     0.02343680
12541    XEL     0.02531203
13389    XEL     0.00215479
13800    XEL    -0.02371258
14466    XEL    -0.02148420
15411    XEL     0.02093948
15676    XEL     0.00368494
15931    XEL     0.00948945
16185    XEL    -0.00623055
16583    XEL     0.03704127
16830    XEL    -0.00315756

XL
      ticker  signal_return
494       XL    -0.02034399
1241      XL    -0.07283036
1798      XL    -0.00208044
2540      XL    -0.00609856
3011      XL    -0.00708677
3228      XL    -0.00665512
3662      XL     0.00838579
4088      XL    -0.05326072
5391      XL     0.02411122
5692      XL    -0.06122648
6685      XL     0.01103224
6919      XL     0.00698740
7795      XL    -0.02148930
8578      XL    -0.08021065
8965      XL    -0.01054491
9927      XL    -0.03321594
10089     XL    -0.05062048
10399     XL     0.04804970
10834     XL    -0.02691008
11848     XL    -0.02919696
12542     XL    -0.05023674
13035     XL    -0.05712492
14335     XL     0.05671765
15343     XL     0.04273080
15583     XL    -0.02597549
16338     XL     0.00884856
16857     XL    -0.01516860
17107     XL    -0.00546449

XLNX
      ticker  signal_return
132     XLNX    -0.01375736
961     XLNX    -0.03294739
1660    XLNX    -0.01253336
2068    XLNX     0.06204308
2296    XLNX     0.01482343
2436    XLNX    -0.00921329
2849    XLNX    -0.01526424
3857    XLNX    -0.00699388
4715    XLNX    -0.06341287
5446    XLNX     0.04625606
6108    XLNX     0.07632556
7041    XLNX    -0.02179640
7423    XLNX     0.05260384
8077    XLNX     0.01371368
8333    XLNX    -0.07839084
9244    XLNX     0.04871520
9471    XLNX    -0.03834276
9823    XLNX    -0.02801419
10168   XLNX     0.06797966
11849   XLNX     0.00719678
12879   XLNX     0.05685975
13130   XLNX     0.03244642
13291   XLNX     0.01296074
14827   XLNX     0.08556367
14982   XLNX    -0.04577382
16119   XLNX    -0.08060584
16387   XLNX     0.00279113
16629   XLNX     0.01891560
16977   XLNX    -0.02612284

XOM
      ticker  signal_return
284      XOM    -0.01796869
799      XOM     0.04255505
1254     XOM     0.04012231
1880     XOM    -0.02792921
2731     XOM     0.01460170
3495     XOM    -0.01142980
4000     XOM    -0.00847937
4407     XOM     0.01027886
4598     XOM     0.02612069
4855     XOM    -0.03106274
6752     XOM    -0.00316549
7975     XOM    -0.00349545
8301     XOM     0.03831405
8549     XOM     0.05374867
8966     XOM    -0.06724513
9325     XOM     0.00916261
9578     XOM    -0.04385771
10430    XOM    -0.04003460
10892    XOM     0.00850035
11090    XOM    -0.00999532
11625    XOM     0.02998034
11977    XOM     0.00484725
12272    XOM     0.00899918
12658    XOM     0.02657432
13073    XOM    -0.03109943
13580    XOM    -0.02682377
14883    XOM     0.01903123
15313    XOM     0.00367423
15625    XOM    -0.00123487
16935    XOM    -0.04896984

XRAY
      ticker  signal_return
76      XRAY    -0.03740177
545     XRAY     0.03664681
800     XRAY     0.02168107
1799    XRAY     0.00503008
3278    XRAY    -0.00271768
4089    XRAY    -0.04142351
4251    XRAY    -0.02325443
4599    XRAY     0.00752050
4856    XRAY    -0.02657453
5112    XRAY     0.05195204
5355    XRAY     0.04950496
5631    XRAY    -0.04521167
6193    XRAY    -0.00792083
7796    XRAY    -0.03275710
8406    XRAY     0.06396849
9376    XRAY     0.07149479
9907    XRAY    -0.03825648
10400   XRAY    -0.00769100
10869   XRAY    -0.10780591
11121   XRAY    -0.04494345
12288   XRAY    -0.01239386
13545   XRAY    -0.00557481
13674   XRAY    -0.01748511
13914   XRAY     0.01971281
14136   XRAY    -0.09131425
15557   XRAY     0.04223029
16494   XRAY    -0.05766285
16669   XRAY    -0.04322497

XRX
      ticker  signal_return
391      XRX    -0.10275567
1013     XRX    -0.01255622
1319     XRX     0.02492177
1661     XRX    -0.11445927
1947     XRX    -0.02934427
2775     XRX    -0.01092907
3160     XRX     0.02083409
3776     XRX     0.02134227
4122     XRX     0.00952737
4271     XRX    -0.01537929
4857     XRX    -0.00079713
5632     XRX    -0.05422362
6770     XRX    -0.03695571
7177     XRX     0.05309466
7359     XRX     0.00267261
7670     XRX    -0.00721374
7976     XRX     0.02346424
8967     XRX    -0.04816656
9185     XRX    -0.09252827
9472     XRX    -0.03490571
9816     XRX    -0.06039209
10489    XRX    -0.06024008
11160    XRX    -0.01025650
11388    XRX     0.02822217
12022    XRX    -0.08488657
12628    XRX    -0.08476644
13058    XRX    -0.05282743
14288    XRX    -0.02430125
14915    XRX     0.03160534
15002    XRX     0.01869213
15412    XRX     0.02283511
16220    XRX    -0.00287770

XYL
      ticker  signal_return
603      XYL     0.17978864
1635     XYL    -0.06802971
2091     XYL     0.04248758
3086     XYL    -0.00810144
3428     XYL    -0.00696148
3909     XYL    -0.00273898
4716     XYL    -0.01048655
5392     XYL     0.01763989
6084     XYL    -0.00403808
7233     XYL     0.00435849
8088     XYL     0.02170894
8359     XYL     0.00905248
8695     XYL     0.05054237
9420     XYL     0.03615318
9685     XYL     0.01849175
10352    XYL     0.01949720
10998    XYL     0.00525764
11218    XYL     0.05710089
11474    XYL     0.02466305
11677    XYL    -0.00848461
12009    XYL     0.03765656
12211    XYL     0.00353279
12783    XYL    -0.00298380
13186    XYL     0.04116804
13645    XYL     0.00269854
14239    XYL    -0.15178015
14518    XYL    -0.03633982
15370    XYL    -0.02785284
16301    XYL     0.01408338
16739    XYL     0.01242252
17020    XYL     0.00664822

YUM
      ticker  signal_return
377      YUM     0.01990191
1000     YUM     0.04918916
1800     YUM    -0.04141467
2318     YUM    -0.02674868
3312     YUM     0.00635556
3539     YUM     0.01039494
3953     YUM     0.03513046
4901     YUM    -0.03551527
5244     YUM     0.03243673
5447     YUM     0.00787819
6592     YUM     0.02080616
7137     YUM     0.05970026
8579     YUM     0.09327729
9245     YUM    -0.08955262
10825    YUM    -0.07266697
10999    YUM     0.02642299
11332    YUM     0.00889884
11626    YUM    -0.02407387
12456    YUM    -0.00163113
12784    YUM     0.04948052
13265    YUM     0.00000000
13421    YUM    -0.03195373
14085    YUM    -0.00810034
15200    YUM     0.01760021
15439    YUM    -0.02159976
16495    YUM     0.00173812
16703    YUM     0.05726941

ZBH
      ticker  signal_return
392      ZBH    -0.00314699
962      ZBH     0.01221743
1203     ZBH     0.00779395
1518     ZBH     0.01368102
2319     ZBH    -0.03606238
2786     ZBH    -0.02552653
4039     ZBH    -0.01593580
5100     ZBH     0.02710393
5581     ZBH    -0.00849627
5984     ZBH    -0.00773600
6593     ZBH    -0.04220106
7271     ZBH    -0.03535983
9132     ZBH    -0.02343789
9579     ZBH    -0.01279777
10814    ZBH    -0.01648833
11389    ZBH     0.05272368
11601    ZBH     0.01250342
12033    ZBH     0.02076944
12756    ZBH    -0.00328829
13036    ZBH     0.01579984
14137    ZBH     0.17521112
15288    ZBH     0.00315848
15957    ZBH     0.00558529
16302    ZBH    -0.05297266

ZION
      ticker  signal_return
585     ZION    -0.05109975
1575    ZION     0.00033085
2437    ZION    -0.04178234
2927    ZION     0.00176897
4020    ZION    -0.01201428
4858    ZION    -0.00729132
6009    ZION     0.06874744
7234    ZION     0.02960342
7464    ZION     0.04938866
7647    ZION    -0.00978389
8749    ZION     0.01011695
9660    ZION    -0.02305330
10248   ZION     0.19574458
10564   ZION    -0.01605483
10866   ZION    -0.09257685
11719   ZION     0.02033203
12137   ZION     0.01863954
12629   ZION    -0.08216001
13285   ZION     0.05782341
13801   ZION    -0.00735180
14058   ZION    -0.00556588
14402   ZION     0.12428184
14692   ZION     0.05880460
14958   ZION    -0.01885113
15518   ZION     0.03165858
15987   ZION    -0.01987944
16670   ZION    -0.03923058
17039   ZION    -0.01383862

ZTS
      ticker  signal_return
202      ZTS    -0.02225061
546      ZTS    -0.04033679
1858     ZTS     0.03314854
2669     ZTS    -0.07045940
3279     ZTS     0.02930384
4149     ZTS     0.05275984
4317     ZTS     0.02458348
4507     ZTS     0.00570576
4685     ZTS    -0.06300002
5197     ZTS     0.12186467
6454     ZTS     0.01840078
7178     ZTS    -0.04285913
7272     ZTS    -0.04102008
7526     ZTS     0.00484165
7797     ZTS    -0.04433476
8840     ZTS     0.02268995
9605     ZTS    -0.01861526
9766     ZTS    -0.04287299
10090    ZTS    -0.02460879
10672    ZTS    -0.00191571
11475    ZTS     0.06911964
11678    ZTS    -0.01118024
12630    ZTS    -0.07525561
12830    ZTS     0.02125801
13059    ZTS     0.02947993
13223    ZTS    -0.03141620
13893    ZTS    -0.03201199
13965    ZTS     0.04559719
14240    ZTS    -0.03942419
14959    ZTS     0.01550998
15289    ZTS     0.01956939
16365    ZTS     0.07503302
16630    ZTS     0.03181085

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['A', 'AAL', 'AAP', 'AAPL', 'ABBV', 'ABC', 'ABT', 'ACN', 'ADBE', 'ADI', 'ADM', 'ADP', 'ADS', 'ADSK', 'AEE', 'AEP', 'AES', 'AET', 'AFL', 'AGENEN', 'AGN', 'AIG', 'AIV', 'AIZ', 'AJG', 'AKAM', 'ALB', 'ALGN', 'ALK', 'ALL', 'ALLE', 'ALTAIC', 'ALXN', 'AMAT', 'AMD', 'AME', 'AMG', 'AMGN', 'AMP', 'AMT', 'AMZN', 'ANDV', 'ANSS', 'ANTM', 'AON', 'AOS', 'APA', 'APC', 'APD', 'APH', 'ARE', 'ARMENA', 'ARNC', 'ATVI', 'AVB', 'AVGO', 'AVY', 'AWK', 'AXP', 'AYI', 'AZO', 'BA', 'BAC', 'BAKERI', 'BAX', 'BBT', 'BBY', 'BCR', 'BDX', 'BEN', 'BIFLOR', 'BIIB', 'BK', 'BLK', 'BLL', 'BMY', 'BSX', 'BWA', 'BXP', 'C', 'CA', 'CAG', 'CAH', 'CAT', 'CB', 'CBG', 'CBOE', 'CBS', 'CCI', 'CCL', 'CELG', 'CERN', 'CF', 'CFG', 'CHD', 'CHK', 'CHRW', 'CHTR', 'CI', 'CINF', 'CL', 'CLUSIA', 'CLX', 'CMA', 'CMCSA', 'CME', 'CMG', 'CMI', 'CMS', 'CNC', 'CNP', 'COF', 'COG', 'COL', 'COO', 'COP', 'COST', 'COTY', 'CPB', 'CRM', 'CSCO', 'CSRA', 'CSX', 'CTAS', 'CTL', 'CTSH', 'CTXS', 'CVS', 'CVX', 'CXO', 'D', 'DAL', 'DASYST', 'DE', 'DFS', 'DG', 'DGX', 'DHI', 'DHR', 'DIS', 'DISCA', 'DISCK', 'DISH', 'DLR', 'DLTR', 'DOV', 'DPS', 'DRE', 'DRI', 'DTE', 'DUK', 'DVA', 'DVN', 'EA', 'EBAY', 'ECL', 'ED', 'EFX', 'EIX', 'EL', 'EMN', 'EMR', 'EOG', 'EQIX', 'EQR', 'EQT', 'ES', 'ESRX', 'ESS', 'ETFC', 'ETN', 'ETR', 'EVHC', 'EW', 'EXC', 'EXPD', 'EXPE', 'EXR', 'F', 'FAST', 'FB', 'FBHS', 'FCX', 'FDX', 'FE', 'FFIV', 'FIS', 'FISV', 'FITB', 'FL', 'FLIR', 'FLR', 'FLS', 'FMC', 'FOX', 'FOXA', 'FRT', 'FTI', 'FTV', 'GD', 'GE', 'GESNER', 'GGP', 'GILD', 'GIS', 'GLW', 'GM', 'GOOG', 'GOOGL', 'GPC', 'GPN', 'GPS', 'GREIGI', 'GRMN', 'GS', 'GT', 'GWW', 'HAL', 'HAS', 'HBAN', 'HBI', 'HCA', 'HCN', 'HCP', 'HD', 'HES', 'HIG', 'HLT', 'HOG', 'HOLX', 'HON', 'HP', 'HPE', 'HPQ', 'HRB', 'HRL', 'HRS', 'HSIC', 'HST', 'HSY', 'HUM', 'HUMILI', 'IBM', 'ICE', 'IDXX', 'IFF', 'ILMN', 'INCY', 'INFO', 'INTC', 'INTU', 'IP', 'IPG', 'IR', 'IRM', 'ISRG', 'IT', 'ITW', 'IVZ', 'JBHT', 'JCI', 'JEC', 'JNJ', 'JNPR', 'JPM', 'JWN', 'K', 'KAUFMA', 'KEY', 'KHC', 'KIM', 'KLAC', 'KMB', 'KMI', 'KMX', 'KO', 'KOLPAK', 'KORS', 'KR', 'KSS', 'KSU', 'L', 'LB', 'LEG', 'LEN', 'LH', 'LINIFO', 'LKQ', 'LLL', 'LLY', 'LMT', 'LNC', 'LNT', 'LOW', 'LRCX', 'LUK', 'LUV', 'LVLT', 'LYB', 'M', 'MA', 'MAA', 'MAC', 'MAR', 'MAS', 'MAT', 'MCD', 'MCHP', 'MCK', 'MCO', 'MDLZ', 'MDT', 'MET', 'MGM', 'MHK', 'MKC', 'MLM', 'MMC', 'MNST', 'MO', 'MON', 'MOS', 'MPC', 'MRK', 'MRO', 'MS', 'MSFT', 'MSI', 'MTB', 'MTD', 'MU', 'MYL', 'NAVI', 'NBL', 'NDAQ', 'NEE', 'NEM', 'NFLX', 'NFX', 'NI', 'NKE', 'NLSN', 'NOC', 'NOV', 'NRG', 'NSC', 'NTAP', 'NTRS', 'NUE', 'NVDA', 'NWL', 'NWS', 'NWSA', 'O', 'OKE', 'OMC', 'ORCL', 'ORLY', 'ORPHAN', 'OXY', 'PAYX', 'PBCT', 'PCAR', 'PCG', 'PDCO', 'PEG', 'PEP', 'PFE', 'PFG', 'PG', 'PGR', 'PH', 'PHM', 'PKG', 'PKI', 'PLD', 'PM', 'PNC', 'PNR', 'PNW', 'PPG', 'PPL', 'PRAEST', 'PRGO', 'PRU', 'PSA', 'PSX', 'PULCHE', 'PVH', 'PWR', 'PX', 'PXD', 'PYPL', 'QCOM', 'QRVO', 'RCL', 'RE', 'REG', 'REGN', 'RF', 'RHI', 'RHT', 'RJF', 'RL', 'RMD', 'ROK', 'ROP', 'ROST', 'RRC', 'RSG', 'RTN', 'SAXATI', 'SBAC', 'SBUX', 'SCG', 'SCHREN', 'SCHW', 'SEE', 'SHW', 'SIG', 'SJM', 'SLB', 'SLG', 'SNA', 'SNI', 'SNPS', 'SO', 'SPG', 'SPGI', 'SPLS', 'SPRENG', 'SRCL', 'SRE', 'STI', 'STT', 'STX', 'STZ', 'SWK', 'SWKS', 'SYF', 'SYK', 'SYLVES', 'SYMC', 'SYY', 'T', 'TAP', 'TARDA', 'TDG', 'TEL', 'TGT', 'TIF', 'TJX', 'TMK', 'TMO', 'TRIP', 'TROW', 'TRV', 'TSCO', 'TSN', 'TSS', 'TURKES', 'TWX', 'TXN', 'TXT', 'UA', 'UAA', 'UAL', 'UDR', 'UHS', 'ULTA', 'UNH', 'UNM', 'UNP', 'UPS', 'URI', 'URUMIE', 'USB', 'UTX', 'V', 'VAR', 'VFC', 'VIAB', 'VLO', 'VMC', 'VNO', 'VRSK', 'VRSN', 'VRTX', 'VTR', 'VVEDEN', 'VZ', 'WAT', 'WBA', 'WDC', 'WEC', 'WFC', 'WHR', 'WLTW', 'WM', 'WMB', 'WMT', 'WRK', 'WU', 'WY', 'WYN', 'WYNN', 'XEC', 'XEL', 'XL', 'XLNX', 'XOM', 'XRAY', 'XRX', 'XYL', 'YUM', 'ZBH', 'ZION', 'ZTS']
  ticker  signal_return
0      A     0.02234040
1    ABC     0.01281226
2    ADP    -0.05171296
3   AKAM    -0.01659580
4   ALGN    -0.07629614

A
      ticker  signal_return
0          A     0.02234040
764        A     0.00562768
1004       A     0.07301250
1314       A    -0.09605168
2049       A    -0.06670360
2472       A    -0.00009892
3125       A    -0.05982324
3647       A    -0.05424544
5048       A    -0.02078875
5309       A    -0.02440563
5809       A     0.00151741
6561       A     0.04833705
6913       A    -0.09865544
7233       A     0.06204124
7670       A    -0.15688792
8035       A    -0.04016822
8710       A     0.04258009
9063       A     0.01186360
9370       A     0.00044453
9826       A    -0.01192011
10612      A    -0.02159911
11310      A     0.02632272
11586      A     0.02959964
11914      A     0.00762813
12246      A     0.06788540
12640      A    -0.02499082

AAL
      ticker  signal_return
253      AAL     0.12760988
958      AAL     0.12158070
1315     AAL     0.13357303
1706     AAL    -0.00166021
2422     AAL     0.04134587
3062     AAL    -0.05137398
3599     AAL    -0.24957511
3941     AAL     0.14662546
4282     AAL     0.08166816
4711     AAL    -0.08373895
5666     AAL     0.07434023
6507     AAL    -0.03025984
6674     AAL    -0.09065968
7098     AAL    -0.05504959
7958     AAL     0.00106849
8522     AAL    -0.05976173
8926     AAL     0.12948007
9211     AAL     0.04922843
9720     AAL    -0.02299308
9968     AAL    -0.00984421
10546    AAL     0.09239439
10968    AAL     0.03852392
11892    AAL     0.03786461
12590    AAL     0.01262303

AAP
      ticker  signal_return
374      AAP     0.03595158
903      AAP     0.07197780
1169     AAP    -0.02384694
1552     AAP     0.01541793
2613     AAP     0.00107867
3236     AAP    -0.05388978
3801     AAP     0.04387529
4260     AAP     0.04236159
5110     AAP    -0.01584266
5681     AAP     0.01924580
5943     AAP     0.02581842
6344     AAP    -0.00928835
7211     AAP    -0.18066201
7345     AAP     0.10082218
7553     AAP     0.03721469
7949     AAP     0.00389947
8423     AAP    -0.02387861
9046     AAP    -0.04690404
9591     AAP     0.02505915
10153    AAP     0.03167623
10522    AAP     0.00258588
10954    AAP     0.04276497
11538    AAP     0.02031836
11861    AAP     0.05800201
12067    AAP     0.00153922
12568    AAP     0.09669195

AAPL
      ticker  signal_return
506     AAPL     0.00058212
890     AAPL     0.02555177
1425    AAPL    -0.02712877
2156    AAPL     0.07283683
2375    AAPL     0.03469314
2776    AAPL    -0.00394659
3162    AAPL     0.01699871
3838    AAPL     0.10823356
4152    AAPL    -0.05265854
4861    AAPL     0.00180136
6102    AAPL     0.06027794
6600    AAPL    -0.08558417
7150    AAPL     0.00613694
7605    AAPL     0.09117839
8459    AAPL     0.05623529
9033    AAPL    -0.08982087
9827    AAPL     0.05353505
10236   AAPL     0.04863252
11319   AAPL     0.10019551
11602   AAPL     0.04950193
11931   AAPL     0.00949486
12346   AAPL     0.05131998

ABBV
      ticker  signal_return
133     ABBV    -0.02373529
411     ABBV    -0.00270242
926     ABBV    -0.01688964
1414    ABBV    -0.07979629
1855    ABBV    -0.09489743
2050    ABBV    -0.11974218
2473    ABBV     0.05145603
3348    ABBV    -0.01972657
3857    ABBV     0.11088512
4153    ABBV    -0.05193023
4798    ABBV    -0.00182104
5364    ABBV     0.03205849
5705    ABBV     0.02694160
6219    ABBV    -0.02040450
6675    ABBV     0.09430202
6914    ABBV     0.00263768
7898    ABBV    -0.01935045
8669    ABBV     0.03548194
8973    ABBV     0.04178400
9673    ABBV     0.02781583
10494   ABBV    -0.02309348
11905   ABBV    -0.00517426

ABC
      ticker  signal_return
1        ABC     0.01281226
331      ABC     0.08194402
696      ABC     0.02746930
1375     ABC    -0.02303943
2165     ABC    -0.13469635
2349     ABC     0.03287346
2922     ABC     0.04017240
3869     ABC     0.12837634
4169     ABC     0.01407235
4578     ABC     0.02715483
4911     ABC     0.09309707
5162     ABC     0.02911180
5810     ABC     0.01453076
6361     ABC     0.02950759
7651     ABC    -0.12999166
7899     ABC     0.09676066
8832     ABC    -0.20077956
8974     ABC     0.01437526
9721     ABC     0.03430868
10344    ABC     0.02177380
10697    ABC    -0.13849019
11277    ABC     0.07011398
11559    ABC     0.01195410
12135    ABC    -0.07645847
12591    ABC     0.05040386

ABT
      ticker  signal_return
412      ABT     0.01574836
798      ABT    -0.01535889
1174     ABT    -0.07135164
1428     ABT    -0.10427206
1763     ABT    -0.04199625
2474     ABT     0.04242469
2816     ABT     0.00548469
3401     ABT    -0.07558696
3762     ABT    -0.10027387
4036     ABT     0.03015978
4933     ABT     0.01454571
5398     ABT     0.01620715
5897     ABT     0.00401414
6256     ABT    -0.02261552
6601     ABT     0.08475711
6884     ABT    -0.04236888
7760     ABT     0.09828470
8615     ABT     0.05699692
9082     ABT    -0.00401984
9674     ABT     0.06581654
10547    ABT     0.00150075
11014    ABT    -0.00366781
11523    ABT     0.08751002
12656    ABT     0.05992870

ACN
      ticker  signal_return
149      ACN    -0.05824632
721      ACN    -0.04397038
1045     ACN     0.06594459
1345     ACN    -0.02393763
2452     ACN    -0.02905803
3063     ACN    -0.04254899
3648     ACN    -0.09623972
3942     ACN     0.05841776
4395     ACN    -0.01255903
5074     ACN     0.02287594
5289     ACN    -0.00248288
5602     ACN    -0.00911546
5944     ACN     0.01809276
6257     ACN     0.00526317
6676     ACN    -0.05254965
7118     ACN     0.00767291
7692     ACN    -0.01935387
8117     ACN    -0.07641938
8452     ACN     0.08062447
8765     ACN     0.01340572
9117     ACN    -0.00075583
9399     ACN    -0.01443104
10154    ACN    -0.04957064
10328    ACN    -0.00003592
11186    ACN    -0.06250731
11875    ACN    -0.05635527
12672    ACN    -0.01852800

ADBE
      ticker  signal_return
150     ADBE    -0.01282437
507     ADBE     0.06420878
984     ADBE    -0.00857666
1281    ADBE     0.08332973
1650    ADBE    -0.00249066
2246    ADBE    -0.07656841
2509    ADBE     0.08271781
3402    ADBE     0.07896602
4176    ADBE     0.02289297
4946    ADBE    -0.01086545
5682    ADBE    -0.01073266
5945    ADBE    -0.01333598
6494    ADBE    -0.09315273
6677    ADBE    -0.13093613
7068    ADBE     0.00393945
7567    ADBE    -0.04592255
8100    ADBE    -0.07196824
8523    ADBE     0.03295555
9118    ADBE    -0.05806216
9400    ADBE    -0.05404439
9927    ADBE     0.01244461
10288   ADBE     0.00564372
10595   ADBE    -0.04768528
11075   ADBE    -0.03398529
11376   ADBE     0.07996563
11689   ADBE     0.05400125
12162   ADBE     0.02346325
12534   ADBE     0.01465516

ADI
      ticker  signal_return
285      ADI    -0.08571586
621      ADI     0.01513804
1079     ADI    -0.02419392
1671     ADI     0.01134216
1885     ADI    -0.00707050
2541     ADI    -0.01567087
3012     ADI    -0.03290031
3540     ADI     0.01967414
4089     ADI     0.09478855
4934     ADI     0.00590737
5192     ADI     0.05543471
5667     ADI     0.03737175
6127     ADI     0.03373733
6562     ADI    -0.05895010
7045     ADI    -0.01803341
7606     ADI     0.08686309
8460     ADI     0.04437529
9474     ADI    -0.17934377
9675     ADI     0.07869868
10933    ADI     0.10086949
11500    ADI     0.07270096
11808    ADI    -0.02233448
12641    ADI    -0.07624165

ADM
      ticker  signal_return
508      ADM     0.06199174
942      ADM    -0.00282886
1376     ADM    -0.02070430
2037     ADM    -0.00700964
2510     ADM     0.02879780
2800     ADM     0.02440926
3122     ADM     0.01778350
3340     ADM    -0.05371643
3706     ADM    -0.12599075
4120     ADM    -0.00629713
4823     ADM    -0.03429645
5111     ADM    -0.05990070
5466     ADM     0.07837393
6443     ADM     0.07298238
6856     ADM    -0.07377139
7335     ADM     0.13021695
7536     ADM    -0.00146007
7900     ADM     0.04710351
8344     ADM    -0.00982273
8870     ADM     0.01322291
9106     ADM     0.03642063
9740     ADM    -0.00407609
10725    ADM    -0.07130765
11799    ADM    -0.02697326
12358    ADM    -0.00544605

ADP
      ticker  signal_return
2        ADP    -0.05171296
523      ADP     0.05492486
1480     ADP    -0.05731589
2542     ADP     0.01195075
2878     ADP     0.01518706
3214     ADP     0.00560531
3570     ADP     0.08854660
3982     ADP     0.03300317
4712     ADP     0.02367548
4998     ADP    -0.01538776
5348     ADP    -0.04951391
5826     ADP     0.03256057
6678     ADP    -0.04374111
7006     ADP     0.02161618
7693     ADP    -0.00121773
8424     ADP     0.02757548
9569     ADP    -0.03230012
10155    ADP    -0.00919864
10469    ADP    -0.05711324
10811    ADP     0.07388853
11148    ADP     0.04266570
11809    ADP    -0.01774655
12378    ADP    -0.05816635

ADS
      ticker  signal_return
134      ADS     0.06523851
413      ADS     0.10126972
1139     ADS    -0.05981981
1481     ADS    -0.19724799
1586     ADS     0.04280907
1886     ADS    -0.18299463
2136     ADS     0.01554878
2667     ADS    -0.02674169
3332     ADS     0.00994178
3649     ADS    -0.17966650
3885     ADS     0.01451199
4396     ADS     0.01062636
4741     ADS    -0.06547239
5399     ADS    -0.02738816
6277     ADS     0.06430878
6602     ADS     0.01253874
7119     ADS    -0.02900851
7761     ADS     0.33617461
8118     ADS    -0.14607888
9173     ADS    -0.16996738
9401     ADS    -0.17631480
9772     ADS    -0.12326559
10996    ADS     0.01165231
11737    ADS     0.00206041
12163    ADS    -0.10285700

ADSK
      ticker  signal_return
233     ADSK    -0.04237303
697     ADSK     0.07336844
985     ADSK     0.09770667
1282    ADSK     0.01563986
1707    ADSK    -0.10175691
1929    ADSK     0.01991767
2438    ADSK     0.07221127
3741    ADSK    -0.16274831
4011    ADSK     0.02831163
4643    ADSK    -0.08528968
4975    ADSK    -0.02253845
5492    ADSK     0.04830638
5766    ADSK     0.05548477
6508    ADSK    -0.17254996
6679    ADSK     0.05109084
6962    ADSK    -0.22901662
7189    ADSK     0.12548106
7459    ADSK    -0.03891174
7901    ADSK     0.16204494
8848    ADSK    -0.04337784
9402    ADSK    -0.07450443
9917    ADSK     0.12829730
10289   ADSK    -0.01277479
10961   ADSK     0.01725393
11560   ADSK    -0.01756842
12204   ADSK     0.22920458

AEE
      ticker  signal_return
560      AEE     0.01511225
1442     AEE     0.08115691
2093     AEE    -0.06228172
2290     AEE    -0.00373166
3064     AEE    -0.06167758
3742     AEE     0.06166418
4323     AEE     0.03181272
4912     AEE    -0.01807300
5737     AEE     0.03945321
6372     AEE    -0.00024346
7033     AEE    -0.01335502
8052     AEE     0.04420008
8403     AEE     0.03491114
9276     AEE     0.04345166
10076    AEE    -0.02976426
10378    AEE    -0.03708348
11187    AEE     0.01661232
11707    AEE     0.03738952
11998    AEE    -0.02713134
12706    AEE    -0.03690579

AEP
      ticker  signal_return
524      AEP     0.07006833
1463     AEP     0.02892147
2025     AEP     0.04915134
2634     AEP    -0.00933304
3075     AEP    -0.07277359
3830     AEP     0.03244763
4397     AEP     0.05750106
4696     AEP    -0.08466072
5049     AEP    -0.00762888
5788     AEP    -0.02019148
6444     AEP    -0.07743323
7975     AEP     0.03428129
8284     AEP     0.01814707
8582     AEP    -0.04856302
9277     AEP     0.05449158
10052    AEP    -0.02548784
10368    AEP    -0.02072532
10874    AEP    -0.02070810
11355    AEP     0.00070652
11690    AEP     0.03102214
11999    AEP     0.00000000
12461    AEP     0.04408388

AES
      ticker  signal_return
151      AES     0.00722605
414      AES     0.08076659
765      AES    -0.09034869
2614     AES     0.01058911
3615     AES     0.02733305
4500     AES    -0.15391874
4775     AES    -0.03300098
5290     AES     0.03049706
5898     AES    -0.04731111
6400     AES     0.09340118
6815     AES     0.07139181
7496     AES    -0.02542510
7893     AES    -0.09690344
8323     AES     0.13789927
9338     AES     0.07944623
10119    AES    -0.07183402
10438    AES    -0.01708682
11076    AES    -0.05210892
11876    AES    -0.00809721
12441    AES    -0.00086468

AET
      ticker  signal_return
95       AET    -0.02652635
622      AET    -0.12108804
1208     AET    -0.06852276
1752     AET     0.01893661
2382     AET     0.04533891
2687     AET     0.02317796
3098     AET    -0.10968510
3743     AET    -0.13295675
4080     AET    -0.00674971
4552     AET     0.02576808
4976     AET     0.10379679
5228     AET    -0.00593304
5454     AET     0.04282759
5720     AET     0.13039046
7395     AET    -0.08240406
8119     AET    -0.12614814
8425     AET    -0.04700274
8891     AET    -0.03641563
9195     AET     0.01734434
10495    AET    -0.06701574
10875    AET     0.07245642
11738    AET    -0.01475411
12347    AET     0.06214587
12673    AET     0.02758750

AFL
      ticker  signal_return
254      AFL     0.05491335
736      AFL    -0.01711915
1360     AFL     0.01382284
3013     AFL    -0.03085393
3473     AFL    -0.00534346
4432     AFL    -0.05165467
4913     AFL     0.01327064
5171     AFL     0.01342721
5668     AFL    -0.02535347
5811     AFL    -0.00243132
6103     AFL    -0.05846237
6456     AFL    -0.11412863
6603     AFL     0.02566437
7382     AFL    -0.07249782
7607     AFL     0.04814704
8324     AFL     0.02778179
8690     AFL     0.05420375
9119     AFL     0.01837789
9371     AFL     0.02368278
10077    AFL    -0.02466905
10504    AFL    -0.03670647
11539    AFL    -0.07856131
11708    AFL    -0.00014003
12090    AFL     0.00420596

AGENEN
       ticker  signal_return
96     AGENEN     0.09662915
345    AGENEN     0.10480942
766    AGENEN     0.11029314
1005   AGENEN     0.10801989
1316   AGENEN     0.12045759
1690   AGENEN     0.11994065
1887   AGENEN     0.11717049
2127   AGENEN     0.13116549
2355   AGENEN     0.13572421
2635   AGENEN     0.13395769
2893   AGENEN     0.14476527
3186   AGENEN     0.13847399
3421   AGENEN     0.14062736
3792   AGENEN     0.14780328
4081   AGENEN     0.14730387
4386   AGENEN     0.15152750
4682   AGENEN     0.15424561
4959   AGENEN     0.15472157
5229   AGENEN     0.16106216
5400   AGENEN     0.15133236
5683   AGENEN     0.16984812
5960   AGENEN     0.16883014
6278   AGENEN     0.16478532
6604   AGENEN     0.16056202
6857   AGENEN     0.16807454
7108   AGENEN     0.17863210
7396   AGENEN     0.17434167
7636   AGENEN     0.17518045
8013   AGENEN     0.17938742
8272   AGENEN     0.17404025
8567   AGENEN     0.17601952
8871   AGENEN     0.19556913
9107   AGENEN     0.18935973
9364   AGENEN     0.19540765
9783   AGENEN     0.18323230
10021  AGENEN     0.19441468
10290  AGENEN     0.20422292
10563  AGENEN     0.18892304
10988  AGENEN     0.20383743
11237  AGENEN     0.19139131
11396  AGENEN     0.20297478
11739  AGENEN     0.20400211
12018  AGENEN     0.20133862
12247  AGENEN     0.20931423
12569  AGENEN     0.20617660

AGN
      ticker  signal_return
234      AGN     0.02594493
623      AGN     0.05246508
927      AGN     0.01883429
1191     AGN     0.03194982
1587     AGN     0.10479565
2668     AGN    -0.02275525
3325     AGN     0.04605360
4090     AGN    -0.03280219
4713     AGN     0.06192504
5050     AGN     0.02474922
6143     AGN     0.01112060
6680     AGN     0.01401037
6915     AGN    -0.06346632
7441     AGN    -0.02860098
7902     AGN     0.04549799
8665     AGN     0.09635913
8975     AGN    -0.16050111
9828     AGN    -0.06743234
10345    AGN     0.04103866
10698    AGN     0.11638432
11540    AGN     0.06882530
12442    AGN    -0.00176212

AIG
      ticker  signal_return
135      AIG    -0.00875802
375      AIG    -0.05369880
1415     AIG    -0.03572550
2157     AIG     0.01980636
2439     AIG     0.01662606
3014     AIG    -0.06965957
3422     AIG    -0.13127683
3582     AIG    -0.04578905
4453     AIG    -0.07105654
4598     AIG    -0.00729930
5172     AIG     0.03037413
5564     AIG     0.02561453
5845     AIG     0.00129618
6173     AIG    -0.01209851
6605     AIG     0.02407647
7830     AIG     0.09391863
8197     AIG    -0.05203456
8782     AIG    -0.00575956
9095     AIG    -0.05286542
9403     AIG    -0.07481187
9899     AIG     0.01277758
10400    AIG     0.01079296
10876    AIG     0.04558519
11196    AIG    -0.00090525
11660    AIG    -0.03834542
12110    AIG    -0.02389362
12629    AIG    -0.00083763

AIV
      ticker  signal_return
677      AIV     0.01880884
1443     AIV     0.08011093
1764     AIV    -0.03535556
2232     AIV     0.01123313
2475     AIV     0.01121158
2781     AIV     0.02350214
3276     AIV    -0.08144384
3474     AIV    -0.06700208
3943     AIV     0.04258364
4454     AIV     0.05533002
4742     AIV    -0.03497548
6183     AIV     0.01253776
6509     AIV    -0.11327887
6681     AIV     0.00275028
7099     AIV    -0.09004840
8120     AIV    -0.08242758
8481     AIV    -0.00123442
8988     AIV    -0.06499142
9560     AIV     0.01939151
10120    AIV    -0.06130667
10401    AIV    -0.03946659
11238    AIV    -0.00178571
11709    AIV    -0.02925741
12379    AIV    -0.01348586

AIZ
      ticker  signal_return
310      AIZ     0.02193335
722      AIZ     0.06159608
1184     AIZ    -0.02838469
1813     AIZ    -0.05906107
2440     AIZ    -0.03163082
3015     AIZ    -0.05366767
3616     AIZ    -0.09772467
3922     AIZ     0.00236058
4799     AIZ     0.02464675
5557     AIZ     0.02018440
5846     AIZ     0.02123844
6136     AIZ     0.09323603
6457     AIZ    -0.05176262
6987     AIZ     0.04106651
7296     AIZ     0.02812595
7762     AIZ    -0.01890853
8191     AIZ    -0.15468637
8711     AIZ     0.06109498
9120     AIZ    -0.02307458
10078    AIZ     0.02504682
10548    AIZ    -0.03176738
11149    AIZ     0.00639593
11406    AIZ     0.01691221
11740    AIZ    -0.03605293
12380    AIZ    -0.03735131

AJG
      ticker  signal_return
346      AJG     0.04099726
1283     AJG    -0.06575736
1482     AJG    -0.06363022
2026     AJG    -0.02380255
3048     AJG    -0.05483209
3944     AJG    -0.00146858
4283     AJG    -0.04090764
4683     AJG    -0.05879035
5431     AJG     0.00325601
5885     AJG    -0.02338088
6563     AJG     0.09301138
7589     AJG     0.10385360
8418     AJG     0.04889340
8712     AJG     0.05091376
9121     AJG    -0.02012059
9626     AJG     0.01224505
10111    AJG     0.00935796
10726    AJG    -0.06263482
10923    AJG    -0.00911072
11278    AJG     0.02271104
11603    AJG     0.04175137
12359    AJG    -0.03654921
12592    AJG    -0.00785243

AKAM
      ticker  signal_return
3       AKAM    -0.01659580
525     AKAM    -0.16321329
645     AKAM     0.00078234
970     AKAM    -0.05642180
1226    AKAM     0.18525639
1588    AKAM     0.01081271
2183    AKAM    -0.06565005
2587    AKAM    -0.00883560
3423    AKAM    -0.18690079
3707    AKAM    -0.09473723
4800    AKAM    -0.20139733
4882    AKAM     0.04654019
5141    AKAM    -0.01305657
5375    AKAM     0.02621382
6010    AKAM    -0.06261234
6682    AKAM    -0.05966912
7179    AKAM    -0.28843241
7190    AKAM     0.08679464
7488    AKAM     0.04668510
7716    AKAM     0.12294690
8121    AKAM    -0.28658337
8325    AKAM    -0.01145119
8959    AKAM    -0.10273292
10549   AKAM     0.15177616
12052   AKAM    -0.00675066
12381   AKAM     0.08907963

ALB
      ticker  signal_return
274      ALB     0.03226577
814      ALB    -0.06544648
1080     ALB    -0.04782909
2137     ALB    -0.00399379
2441     ALB     0.03338391
2996     ALB     0.06678959
3527     ALB     0.01557051
4790     ALB    -0.16908098
5307     ALB     0.06272575
6011     ALB     0.10212567
6606     ALB     0.00189671
7212     ALB    -0.02197481
7652     ALB    -0.11889397
8311     ALB     0.09203753
8635     ALB     0.01461658
9022     ALB     0.07246084
9339     ALB     0.04035812
10156    ALB    -0.07375667
10792    ALB     0.00046350
11117    ALB     0.02572441
11333    ALB     0.00651677
11800    ALB     0.03571705
12248    ALB     0.03294201

ALGN
      ticker  signal_return
4       ALGN    -0.07629614
469     ALGN    -0.04533804
1175    ALGN    -0.08117022
1940    ALGN     0.02819865
2701    ALGN    -0.02882044
3541    ALGN    -0.04127725
4154    ALGN    -0.00246003
4538    ALGN    -0.07981891
4801    ALGN    -0.08506163
5432    ALGN     0.00185701
5735    ALGN    -0.00145879
6184    ALGN    -0.08239109
6564    ALGN     0.01039510
7100    ALGN     0.05187396
7870    ALGN     0.03911580
8345    ALGN     0.05027031
8887    ALGN     0.04088661
9122    ALGN     0.02060374
9372    ALGN     0.03329434
9809    ALGN     0.08933512
10613   ALGN    -0.07653767
10969   ALGN     0.03932355
11893   ALGN     0.08919988
12147   ALGN     0.14637917
12707   ALGN     0.00280168

ALK
      ticker  signal_return
223      ALK     0.04314124
570      ALK     0.08933078
857      ALK    -0.06420520
1346     ALK    -0.02098324
1715     ALK     0.08952319
1974     ALK    -0.00021256
2291     ALK     0.01124977
2939     ALK    -0.02471032
3839     ALK     0.08465236
4195     ALK     0.01178862
4684     ALK    -0.01199111
5827     ALK    -0.08635164
6137     ALK     0.10025894
6510     ALK    -0.02195437
7497     ALK    -0.09661830
7763     ALK     0.13633492
8122     ALK    -0.19569033
8482     ALK     0.01714048
8936     ALK     0.04840859
9312     ALK    -0.02646718
9843     ALK     0.00240362
10121    ALK    -0.00421176
10505    ALK     0.03083811
10934    ALK     0.10988579
11325    ALK     0.05498213
11810    ALK    -0.06108612
12111    ALK     0.03225327
12480    ALK    -0.07649253

ALL
      ticker  signal_return
203      ALL     0.02496142
767      ALL    -0.03020699
1361     ALL    -0.04209152
1765     ALL     0.02946144
2256     ALL     0.02686648
2511     ALL    -0.01340707
2997     ALL    -0.08294558
3126     ALL     0.01676782
3424     ALL    -0.04027390
3870     ALL     0.07313445
4196     ALL     0.04096872
4714     ALL    -0.00487636
5558     ALL    -0.00055719
5812     ALL     0.00121618
6345     ALL    -0.18464174
6401     ALL     0.08200462
7265     ALL     0.00050985
7498     ALL    -0.06337106
7717     ALL    -0.03609908
8231     ALL     0.02430363
8483     ALL    -0.00896867
9570     ALL    -0.02343179
10237    ALL    -0.02418941
10778    ALL    -0.05769049
10935    ALL     0.03576629
11208    ALL     0.00420653
11442    ALL     0.06620347
11758    ALL     0.00098826
12382    ALL     0.02763762

ALLE
      ticker  signal_return
1696    ALLE     0.05164859
2184    ALLE    -0.07210151
2512    ALLE     0.00517886
3583    ALLE    -0.13116758
3945    ALLE     0.01142441
4295    ALLE    -0.01119572
4553    ALLE     0.02107189
4914    ALLE     0.00308078
5173    ALLE     0.00533335
5576    ALLE    -0.03593394
6104    ALLE    -0.07254333
6346    ALLE    -0.07709281
7191    ALLE     0.01823759
7460    ALLE    -0.01955466
7764    ALLE     0.08005638
8123    ALLE    -0.15762507
8636    ALLE     0.00107009
9261    ALLE    -0.00359950
9627    ALLE     0.02366387
10221   ALLE     0.00527070
10614   ALLE    -0.03715227
11604   ALLE     0.03748729
11932   ALLE     0.00426213
12148   ALLE     0.00234009

ALTAIC
       ticker  signal_return
5      ALTAIC     0.08527700
311    ALTAIC     0.09620228
683    ALTAIC     0.10655029
959    ALTAIC     0.11269590
1245   ALTAIC     0.11200707
1627   ALTAIC     0.11855673
1843   ALTAIC     0.10624062
2114   ALTAIC     0.13054819
2350   ALTAIC     0.12863430
2615   ALTAIC     0.13476486
2879   ALTAIC     0.14468980
3163   ALTAIC     0.14367837
3425   ALTAIC     0.13630907
3793   ALTAIC     0.14149186
4082   ALTAIC     0.15019584
4387   ALTAIC     0.15157665
4685   ALTAIC     0.15127130
4960   ALTAIC     0.15383166
5206   ALTAIC     0.15277056
5376   ALTAIC     0.16261928
5669   ALTAIC     0.16672876
5927   ALTAIC     0.16284452
6241   ALTAIC     0.16575422
6547   ALTAIC     0.16869391
6842   ALTAIC     0.16977945
7082   ALTAIC     0.17292732
7372   ALTAIC     0.17917544
7590   ALTAIC     0.17261556
7994   ALTAIC     0.18421114
8246   ALTAIC     0.18968570
8547   ALTAIC     0.19167794
8833   ALTAIC     0.18042695
9083   ALTAIC     0.19217237
9347   ALTAIC     0.18861244
9751   ALTAIC     0.17935506
9985   ALTAIC     0.18886828
10266  ALTAIC     0.20652984
10534  ALTAIC     0.19278332
10962  ALTAIC     0.19277007
11216  ALTAIC     0.19451907
11377  ALTAIC     0.20820788
11691  ALTAIC     0.19655947
11980  ALTAIC     0.20614426
12164  ALTAIC     0.20081546
12527  ALTAIC     0.20136536

ALXN
      ticker  signal_return
588     ALXN    -0.01919723
1046    ALXN     0.08661614
1444    ALXN     0.08742281
2923    ALXN    -0.02539485
3571    ALXN     0.07248529
4244    ALXN    -0.08174161
4616    ALXN    -0.00494783
5272    ALXN     0.00159419
5559    ALXN    -0.02579186
5961    ALXN     0.07679807
6683    ALXN     0.04668271
6898    ALXN    -0.13697604
7234    ALXN    -0.00265899
7521    ALXN    -0.07908496
7871    ALXN     0.16940197
8484    ALXN    -0.17969909
8849    ALXN    -0.14907210
9302    ALXN     0.06164243
10346   ALXN    -0.09002615
10924   ALXN    -0.01276799
11922   ALXN     0.03950365
12551   ALXN    -0.16636283

AMAT
      ticker  signal_return
224     AMAT     0.03525537
910     AMAT    -0.05276722
1284    AMAT     0.05109807
1651    AMAT     0.00105430
1888    AMAT    -0.06127491
2442    AMAT     0.05627619
3584    AMAT    -0.08060899
4155    AMAT     0.08887424
5051    AMAT    -0.11831966
5349    AMAT     0.06190511
6105    AMAT     0.08549329
6495    AMAT     0.05850714
7213    AMAT     0.11203276
7456    AMAT     0.02577056
7903    AMAT     0.03517951
8312    AMAT     0.08269991
8637    AMAT    -0.04536467
9096    AMAT     0.04616393
9628    AMAT     0.07270305
9948    AMAT     0.08828839
10997   AMAT     0.04255731
11350   AMAT     0.04824040
11710   AMAT     0.05323236
12165   AMAT     0.09601642
12657   AMAT    -0.07206459

AMD
      ticker  signal_return
526      AMD    -0.07275935
1162     AMD    -0.14115532
2138     AMD    -0.05989814
2597     AMD     0.04162704
2880     AMD    -0.07541260
3499     AMD     0.29969145
4342     AMD    -0.05872529
4686     AMD    -0.31845373
4831     AMD    -0.12536457
5377     AMD     0.03023989
5698     AMD    -0.16184303
6089     AMD    -0.01895791
7151     AMD     0.00451468
7436     AMD     0.19012578
7995     AMD    -0.05931658
8524     AMD    -0.05977174
8872     AMD    -0.03053672
9108     AMD     0.29937092
9784     AMD     0.26604557
10963    AMD     0.34776970
11239    AMD    -0.16594894
11570    AMD    -0.04348511
12360    AMD    -0.08093676

AME
      ticker  signal_return
589      AME     0.05494980
1483     AME    -0.11987903
1766     AME    -0.02183065
2543     AME    -0.02789592
2977     AME    -0.04206679
3650     AME    -0.09260283
4433     AME    -0.06326609
5174     AME    -0.01708480
5592     AME     0.00879449
6060     AME    -0.03932162
6311     AME    -0.01089981
6458     AME    -0.04485711
7447     AME    -0.05110818
7718     AME     0.09308566
8616     AME     0.03935828
9404     AME    -0.04719093
10005    AME    -0.04356511
10523    AME    -0.05124929
11077    AME    -0.01447599
11443    AME     0.03911061
12205    AME     0.06830924
12570    AME    -0.00528372

AMG
      ticker  signal_return
152      AMG     0.00762150
415      AMG     0.03292023
943      AMG     0.05145662
1484     AMG    -0.03110581
2051     AMG    -0.08742029
2598     AMG     0.00953249
3249     AMG    -0.04190122
3651     AMG    -0.03265765
4296     AMG    -0.03743978
5455     AMG    -0.01399983
6070     AMG     0.03298297
6478     AMG     0.13901958
6867     AMG     0.00667398
7537     AMG     0.11349628
7904     AMG     0.10742968
8485     AMG     0.06094087
8834     AMG    -0.05853610
9313     AMG     0.07577086
10402    AMG    -0.14952540
10699    AMG    -0.06045391
11118    AMG    -0.06925996
11605    AMG     0.00024408
12361    AMG     0.00479340

AMGN
      ticker  signal_return
107     AMGN    -0.04896939
608     AMGN    -0.03346850
1347    AMGN    -0.00208208
1856    AMGN    -0.10294891
2052    AMGN     0.00187777
2646    AMGN    -0.01616702
2978    AMGN     0.11206566
3259    AMGN     0.01454938
3840    AMGN     0.10338655
4245    AMGN    -0.06082771
4644    AMGN    -0.01538079
5142    AMGN    -0.00282555
6334    AMGN    -0.16906909
6684    AMGN     0.01164982
6899    AMGN    -0.11716525
7872    AMGN     0.03115260
8670    AMGN    -0.03492580
9405    AMGN    -0.12867153
9722    AMGN     0.05783752
10470   AMGN     0.17130650
11561   AMGN     0.07562561
11906   AMGN    -0.10484624
12136   AMGN     0.00068151
12481   AMGN    -0.04390904

AMP
      ticker  signal_return
108      AMP     0.02116594
376      AMP     0.08186048
737      AMP     0.01378030
1015     AMP     0.01376637
1485     AMP    -0.08810834
2453     AMP     0.05081103
2751     AMP    -0.02774620
3277     AMP    -0.03480621
3652     AMP    -0.12367838
3993     AMP     0.04286662
4297     AMP    -0.08280271
4645     AMP    -0.11919889
4883     AMP    -0.03108064
6565     AMP     0.10146129
7266     AMP    -0.04160045
7765     AMP     0.15974301
8124     AMP    -0.10331430
8617     AMP     0.05595438
9138     AMP     0.00344709
9406     AMP    -0.05309850
10100    AMP    -0.03688075
10403    AMP    -0.17342626
10632    AMP    -0.24075242
10877    AMP     0.07602364
11571    AMP     0.07501995

AMT
      ticker  signal_return
377      AMT     0.01352329
1185     AMT    -0.02857159
2218     AMT     0.03867194
2513     AMT     0.00725962
2792     AMT     0.05126578
3114     AMT     0.01266032
3763     AMT    -0.08099564
4132     AMT    -0.01015823
5015     AMT    -0.02617323
5828     AMT    -0.03059681
6185     AMT     0.02453801
6511     AMT    -0.12476894
6685     AMT     0.02686203
6916     AMT    -0.13214010
7214     AMT    -0.02261552
7905     AMT     0.09665672
8461     AMT     0.05740784
9008     AMT     0.00353917
9278     AMT     0.04615213
9658     AMT     0.00920145
10157    AMT     0.01049245
10596    AMT    -0.09744522
10878    AMT     0.02684468
11671    AMT     0.07423396
12007    AMT     0.05008935
12309    AMT     0.04112409

AMZN
      ticker  signal_return
219     AMZN     0.03903042
527     AMZN     0.09297280
858     AMZN     0.05817272
1329    AMZN    -0.15851675
1464    AMZN    -0.00303423
2005    AMZN     0.04091875
2805    AMZN    -0.08874598
3858    AMZN    -0.14733951
4197    AMZN    -0.08180621
4583    AMZN    -0.24683380
4802    AMZN     0.08415022
5365    AMZN     0.08776418
6144    AMZN     0.13994230
7050    AMZN     0.16840443
7426    AMZN    -0.02360519
7671    AMZN    -0.08825270
7906    AMZN     0.14392487
8713    AMZN     0.14847441
9174    AMZN    -0.02074525
9613    AMZN     0.02282558
10122   AMZN     0.05566783
10404   AMZN    -0.09797135
10879   AMZN    -0.03478750
11344   AMZN     0.01684276
11672   AMZN     0.00963195
12044   AMZN     0.04916481
12330   AMZN     0.07374342
12708   AMZN    -0.03923065

ANDV
      ticker  signal_return
77      ANDV     0.02943387
698     ANDV     0.12443897
1553    ANDV    -0.12113343
2166    ANDV    -0.01373019
2476    ANDV     0.03852777
3115    ANDV     0.05400680
3946    ANDV     0.05698696
4743    ANDV     0.14092985
5039    ANDV    -0.02544942
6090    ANDV     0.04348511
6459    ANDV    -0.10661363
7215    ANDV     0.07704989
7907    ANDV     0.24411364
8242    ANDV    -0.25145672
8998    ANDV    -0.09196849
9314    ANDV    -0.02136281
10131   ANDV     0.03368818
10714   ANDV    -0.02713117
11119   ANDV    -0.09395241
12076   ANDV    -0.00114105

ANSS
      ticker  signal_return
1377    ANSS    -0.05287844
1834    ANSS     0.02875491
2752    ANSS    -0.02276521
3164    ANSS    -0.01715820
3708    ANSS    -0.07772300
4133    ANSS     0.01587816
4487    ANSS     0.00944406
4935    ANSS     0.00346061
5207    ANSS    -0.02353319
5560    ANSS    -0.06118256
5603    ANSS     0.00441112
6145    ANSS     0.02399775
6512    ANSS    -0.04384438
6686    ANSS    -0.05939422
7235    ANSS    -0.03392633
7719    ANSS     0.00124667
8125    ANSS    -0.05069497
8628    ANSS     0.01222102
8945    ANSS    -0.03463454
9889    ANSS     0.01899940
10727   ANSS    -0.04424875
11039   ANSS    -0.01794153
11606   ANSS     0.10018727
12206   ANSS     0.12441147
12552   ANSS    -0.01821397

ANTM
      ticker  signal_return
204     ANTM    -0.07085712
768     ANTM    -0.02294412
1378    ANTM    -0.07630141
1816    ANTM     0.03849671
2257    ANTM     0.02377470
2742    ANTM    -0.00463363
3296    ANTM     0.00741827
3947    ANTM     0.00848861
4554    ANTM     0.03098586
4977    ANTM     0.09539141
5628    ANTM     0.02282073
5946    ANTM    -0.09345269
6288    ANTM     0.02850805
6687    ANTM    -0.05943318
7397    ANTM    -0.07919559
8126    ANTM    -0.12727358
8426    ANTM    -0.01549327
8873    ANTM    -0.08329614
9109    ANTM     0.00824322
9407    ANTM    -0.10220631
9785    ANTM    -0.09858965
10524   ANTM    -0.15853739
10880   ANTM     0.09045740
11240   ANTM     0.01991417
11444   ANTM     0.06431079
11811   ANTM    -0.00807364
12249   ANTM     0.02998768
12674   ANTM     0.00067108

AON
      ticker  signal_return
136      AON     0.03673997
528      AON     0.05534937
831      AON     0.00157356
1379     AON    -0.10243681
1652     AON    -0.00777389
2363     AON     0.03263170
3016     AON    -0.02977974
3617     AON    -0.09588412
3983     AON     0.05830091
4284     AON    -0.01297476
4862     AON    -0.01808702
5637     AON     0.02260260
5886     AON    -0.00900689
6607     AON     0.06560957
7499     AON    -0.05738363
7766     AON    -0.05088613
8326     AON     0.06998495
8638     AON     0.00557488
8946     AON     0.02455077
9475     AON    -0.09657201
9676     AON     0.00008720
10062    AON     0.00857761
10615    AON    -0.05334428
11058    AON    -0.02376841
11915    AON     0.00687058
12166    AON     0.05258763
12535    AON     0.05884050

AOS
      ticker  signal_return
153      AOS     0.00241944
416      AOS     0.16965844
876      AOS    -0.01320635
1380     AOS     0.02320249
2376     AOS    -0.00302878
3653     AOS    -0.15529569
3841     AOS     0.05435058
4134     AOS     0.01126465
4469     AOS    -0.00842525
4768     AOS     0.05529291
5052     AOS     0.02012202
5433     AOS     0.05713620
5706     AOS     0.02381395
6688     AOS    -0.10330654
7192     AOS     0.04665681
7767     AOS     0.05770981
8525     AOS     0.05258944
9123     AOS     0.02203651
9373     AOS     0.03268562
9810     AOS     0.02440505
10063    AOS     0.01947182
10329    AOS    -0.08758953
10742    AOS    -0.10697212
11780    AOS     0.00507219
12250    AOS     0.02827475
12709    AOS     0.00142121

APA
      ticker  signal_return
137      APA     0.00542436
378      APA     0.00903697
738      APA    -0.06699459
1381     APA    -0.02290955
2139     APA     0.04013498
2393     APA     0.07977441
2899     APA    -0.03804995
3453     APA     0.25588929
4198     APA     0.00704614
5320     APA    -0.08900374
5899     APA     0.12233646
6220     APA     0.01596385
6689     APA     0.04702585
6868     APA    -0.19567946
7236     APA     0.02492662
7720     APA    -0.06297063
8369     APA    -0.02572354
8691     APA     0.00080153
9124     APA    -0.03174316
9862     APA    -0.05765959
10142    APA     0.08190380
11059    APA    -0.03204711
11541    APA     0.10693862
11877    APA    -0.04530495
12207    APA    -0.02592288

APC
      ticker  signal_return
6        APC    -0.02741365
379      APC    -0.06688585
678      APC     0.03737694
947      APC     0.07524541
1767     APC     0.00826039
1997     APC     0.00553906
2570     APC    -0.02033083
2833     APC    -0.05498098
3454     APC     0.13273147
4199     APC    -0.06096155
4884     APC    -0.10404876
5310     APC    -0.01723988
5928     APC     0.11928135
6289     APC     0.04032172
6690     APC     0.00741025
7500     APC     0.15271908
7721     APC     0.05663442
8874     APC    -0.06384102
9677     APC    -0.08482890
10143    APC     0.07884753
11060    APC     0.01449344
11759    APC     0.07005710
12025    APC    -0.00233295
12310    APC     0.09256535
12658    APC     0.14212708

APD
      ticker  signal_return
1081     APD    -0.00722443
1486     APD    -0.16620850
1628     APD     0.02399777
2514     APD     0.04843780
2924     APD    -0.01689555
3618     APD    -0.09064734
4091     APD     0.01472191
4832     APD     0.00716802
5493     APD    -0.02295149
6007     APD     0.09208477
7608     APD     0.07780324
8486     APD     0.03436782
8783     APD    -0.04328257
9408     APD    -0.06437694
9711     APD     0.00747604
9969     APD    -0.03972618
10471    APD    -0.03175577
11050    APD     0.01143503
11923    APD    -0.00874229
12362    APD     0.00375548

APH
      ticker  signal_return
417      APH     0.01953187
769      APH     0.02522903
1016     APH     0.05433876
1902     APH     0.01183320
2147     APH    -0.00398574
2515     APH     0.00449084
3127     APH     0.03733502
3426     APH    -0.10946226
3654     APH    -0.10894271
4200     APH     0.02718591
4863     APH     0.02959173
5143     APH    -0.00642763
5494     APH    -0.02989015
6106     APH    -0.03427664
6608     APH    -0.00602878
7237     APH     0.00759772
7710     APH     0.02516489
8313     APH     0.05313532
8639     APH    -0.04637346
9212     APH    -0.03215554
9953     APH     0.02013192
10267    APH    -0.01119797
10564    APH     0.02350599
11040    APH    -0.00306995
11673    APH     0.03009568
12251    APH     0.01635213
12571    APH     0.00803643

ARE
      ticker  signal_return
590      ARE    -0.04908498
911      ARE    -0.04347129
1302     ARE     0.08699875
1672     ARE     0.01627386
2094     ARE     0.01941029
2423     ARE     0.01909667
2817     ARE    -0.00654646
3187     ARE    -0.04448596
3353     ARE    -0.02170494
3744     ARE     0.04320564
4177     ARE     0.04674281
4512     ARE     0.06548723
5208     ARE    -0.08880617
5542     ARE    -0.00603039
5993     ARE    -0.04822605
6513     ARE    -0.07819822
6784     ARE    -0.04196260
7083     ARE    -0.06272539
7831     ARE     0.13706021
8179     ARE    -0.14858738
8575     ARE     0.04303216
8960     ARE     0.01961763
9553     ARE     0.08574213
9844     ARE    -0.01625314
10132    ARE    -0.09469058
11285    ARE    -0.03884682
11674    ARE    -0.04910536
12710    ARE     0.01068556

ARMENA
       ticker  signal_return
7      ARMENA     0.08665383
312    ARMENA     0.09629937
684    ARMENA     0.10173310
948    ARMENA     0.10235317
1227   ARMENA     0.12268845
1629   ARMENA     0.11959881
1844   ARMENA     0.12030746
2073   ARMENA     0.12255314
2328   ARMENA     0.12970216
2588   ARMENA     0.13248157
2834   ARMENA     0.12761998
3136   ARMENA     0.12875415
3384   ARMENA     0.15188136
3764   ARMENA     0.15402430
4056   ARMENA     0.14312895
4364   ARMENA     0.14308851
4669   ARMENA     0.14992332
4947   ARMENA     0.16047300
5193   ARMENA     0.15777442
5378   ARMENA     0.15056418
5670   ARMENA     0.16678314
5929   ARMENA     0.16355668
6242   ARMENA     0.16608522
6566   ARMENA     0.18086819
6852   ARMENA     0.17441636
7101   ARMENA     0.16304989
7383   ARMENA     0.18688918
7609   ARMENA     0.17466458
8010   ARMENA     0.17580804
8254   ARMENA     0.18518542
8559   ARMENA     0.18430792
8875   ARMENA     0.18014614
9110   ARMENA     0.19769439
9365   ARMENA     0.18394982
9786   ARMENA     0.18584905
10022  ARMENA     0.18762679
10291  ARMENA     0.19565908
10580  ARMENA     0.19682477
10998  ARMENA     0.19483984
11250  ARMENA     0.20476568
11407  ARMENA     0.19701361
11741  ARMENA     0.19408844
12019  ARMENA     0.20325659
12252  ARMENA     0.20365003
12572  ARMENA     0.20759300

ARNC
      ticker  signal_return
154     ARNC    -0.00292655
529     ARNC    -0.02177882
1047    ARNC     0.19610114
1941    ARNC     0.05711429
2233    ARNC     0.01024201
2477    ARNC     0.06765865
2793    ARNC     0.04851698
3568    ARNC    -0.05447832
4135    ARNC    -0.10313441
5103    ARNC     0.01990482
5724    ARNC     0.06699487
6012    ARNC     0.13971789
6445    ARNC    -0.00846566
6973    ARNC    -0.12682960
7336    ARNC    -0.04564865
7653    ARNC    -0.40448424
7894    ARNC    -0.03905696
8784    ARNC    -0.12128852
9736    ARNC    -0.06827606
10496   ARNC     0.14472575
11445   ARNC     0.26720664

ATVI
      ticker  signal_return
1082    ATVI    -0.08505986
1562    ATVI     0.03255985
1820    ATVI    -0.02821444
2565    ATVI     0.04867916
2835    ATVI    -0.00043450
3290    ATVI    -0.15095401
3403    ATVI     0.13566587
4599    ATVI    -0.19959253
4843    ATVI     0.05329310
5414    ATVI     0.07600131
5748    ATVI    -0.04853981
6221    ATVI     0.10992153
6827    ATVI     0.07873123
7051    ATVI     0.03517293
7461    ATVI     0.02205218
8094    ATVI     0.02376161
8714    ATVI     0.05397740
9047    ATVI    -0.01738716
9629    ATVI    -0.01783798
10123   ATVI     0.01414903
10597   ATVI    -0.16821436
10823   ATVI     0.07121915
11524   ATVI     0.15900618
11862   ATVI     0.04135456
12208   ATVI     0.11568440
12553   ATVI     0.04862538

AVB
      ticker  signal_return
770      AVB     0.00986383
1540     AVB     0.03057764
1918     AVB     0.02235313
2238     AVB     0.02943800
2454     AVB     0.00754078
2782     AVB     0.03674846
3129     AVB    -0.01967407
3492     AVB    -0.07121097
3971     AVB     0.02516602
4343     AVB     0.05805148
4584     AVB    -0.02725913
5749     AVB    -0.01724787
6373     AVB    -0.02128801
7028     AVB    -0.03404802
8127     AVB    -0.09222045
8462     AVB    -0.03087833
9009     AVB    -0.11877174
9213     AVB    -0.04884960
10158    AVB     0.01681003
11224    AVB     0.01018841
11711    AVB     0.02438280
12091    AVB     0.02829431
12711    AVB    -0.01054743

AVGO
      ticker  signal_return
138     AVGO     0.08638805
380     AVGO     0.01958229
921     AVGO     0.10269266
1266    AVGO     0.06428971
1737    AVGO     0.01881584
2247    AVGO     0.06148032
2723    AVGO    -0.04871587
3267    AVGO     0.06299599
4092    AVGO     0.08319343
4579    AVGO    -0.02563686
4885    AVGO     0.13056437
5194    AVGO    -0.08031413
5707    AVGO    -0.00796173
6402    AVGO     0.03377030
7462    AVGO     0.10647815
8198    AVGO    -0.24647848
8487    AVGO     0.02566582
9214    AVGO    -0.04951542
9829    AVGO     0.05656130
11168   AVGO     0.01395621
11361   AVGO     0.10736370
11692   AVGO     0.05476674
12435   AVGO     0.10707488

AVY
      ticker  signal_return
286      AVY    -0.10476904
591      AVY     0.03357333
1113     AVY    -0.03495736
1541     AVY    -0.07644219
2248     AVY    -0.03984113
3500     AVY     0.04427461
4156     AVY     0.06787890
4493     AVY    -0.00457144
4999     AVY    -0.01561194
5467     AVY     0.13989728
6174     AVY     0.00251572
6691     AVY    -0.00739817
7193     AVY     0.02928983
7768     AVY    -0.06673502
8302     AVY     0.07569143
8583     AVY     0.00427086
8900     AVY     0.00589103
9297     AVY    -0.05491053
9476     AVY    -0.07136198
9830     AVY    -0.01513626
10633    AVY    -0.00365734
11446    AVY     0.07945392
11781    AVY    -0.01359886
12167    AVY     0.00364299
12675    AVY     0.03282498

AWK
      ticker  signal_return
665      AWK    -0.02552959
1630     AWK     0.04466130
2185     AWK     0.02727956
2409     AWK     0.00860308
2715     AWK    -0.01672143
3065     AWK    -0.08284314
3137     AWK    -0.00264201
3802     AWK     0.02989705
4488     AWK     0.05606241
4791     AWK    -0.05339748
5750     AWK     0.04978718
6470     AWK    -0.03661868
6900     AWK     0.04871208
7591     AWK     0.02859713
8014     AWK     0.06483544
8285     AWK    -0.00619106
8683     AWK     0.05553607
9034     AWK     0.03359014
9333     AWK     0.03631771
10079    AWK    -0.02928467
10379    AWK    -0.01572880
11727    AWK     0.02946031
12099    AWK    -0.03479760

AXP
      ticker  signal_return
418      AXP     0.02047937
815      AXP     0.04221709
1083     AXP     0.01226042
1804     AXP    -0.04871863
2478     AXP     0.03223349
3049     AXP    -0.02969393
3655     AXP    -0.08207708
3972     AXP     0.02338970
4324     AXP    -0.03259033
4617     AXP     0.07870369
4915     AXP    -0.04286908
6107     AXP     0.00448786
7355     AXP     0.03385312
7711     AXP     0.20244293
8199     AXP    -0.15132364
8715     AXP     0.03834789
9409     AXP    -0.07353356
10439    AXP    -0.05328517
10565    AXP     0.07220225
11031    AXP     0.02305812
11286    AXP     0.00327290
11562    AXP     0.01853551

AYI
      ticker  signal_return
139      AYI     0.04318124
470      AYI     0.04381255
1017     AYI     0.21084398
1738     AYI    -0.04501525
2040     AYI     0.01933448
2636     AYI    -0.15935238
2979     AYI    -0.11176690
3542     AYI     0.05571399
4012     AYI    -0.00355923
4580     AYI     0.04078123
4864     AYI     0.00242666
5175     AYI     0.00274246
5534     AYI     0.03031311
5871     AYI     0.06933782
6362     AYI    -0.01138339
6869     AYI    -0.13211466
7194     AYI     0.07414482
7448     AYI     0.03383534
7908     AYI     0.12999650
8671     AYI    -0.05048407
9477     AYI    -0.12126427
9630     AYI     0.01202469
9928     AYI    -0.00750500
10275    AYI     0.02787449
10667    AYI    -0.13130943
11320    AYI    -0.02106031
12026    AYI     0.11819844
12573    AYI    -0.05172216

AZO
      ticker  signal_return
109      AZO    -0.03377692
666      AZO     0.03109105
949      AZO     0.04271060
1267     AZO     0.08926286
2894     AZO    -0.03571161
3886     AZO     0.03443623
4201     AZO     0.07786330
5000     AZO     0.05276292
5260     AZO     0.01607349
6013     AZO    -0.03552177
6374     AZO     0.03566477
7120     AZO     0.02267971
7909     AZO    -0.01206832
8314     AZO     0.01501522
9111     AZO    -0.00893474
9554     AZO    -0.00017713
10144    AZO    -0.04365983
11015    AZO     0.01230758
11542    AZO    -0.02559994
11870    AZO     0.02277680
12112    AZO     0.01130616
12469    AZO     0.09622426

BA
      ticker  signal_return
8         BA     0.04685703
419       BA     0.10318348
771       BA    -0.01004440
1209      BA    -0.11239758
1429      BA     0.00376382
2239      BA     0.03485798
2479      BA    -0.06265947
2940      BA    -0.03076390
4093      BA    -0.04380491
4776      BA     0.08916807
5495      BA     0.01343826
6014      BA    -0.02195854
6186      BA    -0.01883668
6567      BA     0.00681047
7121      BA     0.02595008
7722      BA     0.11611872
8200      BA    -0.13915232
8548      BA    -0.02368473
8901      BA    -0.05367607
9478      BA    -0.09442070
9831      BA    -0.01162719
10598     BA     0.07494445
11051     BA     0.02898754
11408     BA     0.09686681
11742     BA     0.00225912
12424     BA     0.01163868

BAC
      ticker  signal_return
238      BAC    -0.02556957
772      BAC     0.02186055
1163     BAC     0.03957899
1889     BAC    -0.10399736
2041     BAC     0.08949585
2329     BAC    -0.05937055
3349     BAC     0.00120627
4298     BAC    -0.04749010
4600     BAC     0.00548615
5646     BAC     0.03810199
6187     BAC    -0.01855549
6609     BAC     0.02200895
7297     BAC    -0.02027246
7723     BAC     0.19357871
8128     BAC    -0.06611849
8744     BAC     0.00000000
9410     BAC    -0.10019334
9909     BAC     0.04669986
10457    BAC     0.04263630
10824    BAC     0.24815908
11484    BAC     0.03314757
11812    BAC    -0.08808147

BAKERI
       ticker  signal_return
78     BAKERI     0.09678812
332    BAKERI     0.10305641
710    BAKERI     0.10038954
971    BAKERI     0.11127545
1268   BAKERI     0.11539349
1631   BAKERI     0.12249223
1845   BAKERI     0.12272477
2074   BAKERI     0.12281536
2330   BAKERI     0.13670179
2599   BAKERI     0.13861853
2865   BAKERI     0.14844802
3165   BAKERI     0.14539987
3427   BAKERI     0.13560417
3794   BAKERI     0.15942266
4094   BAKERI     0.15327576
4434   BAKERI     0.15673342
4715   BAKERI     0.15167371
5001   BAKERI     0.15256379
5240   BAKERI     0.16263421
5415   BAKERI     0.16170762
5689   BAKERI     0.16427058
5962   BAKERI     0.16017679
6279   BAKERI     0.15901891
6610   BAKERI     0.17166015
6858   BAKERI     0.17068321
7109   BAKERI     0.18226967
7398   BAKERI     0.17214976
7643   BAKERI     0.16899963
8017   BAKERI     0.17942316
8276   BAKERI     0.18440648
8571   BAKERI     0.18012148
8888   BAKERI     0.18458582
9125   BAKERI     0.19507757
9374   BAKERI     0.18306719
9795   BAKERI     0.19228707
10037  BAKERI     0.19025613
10309  BAKERI     0.18603600
10599  BAKERI     0.18221409
11016  BAKERI     0.19716169
11257  BAKERI     0.19819532
11447  BAKERI     0.19167062
11760  BAKERI     0.20224376
12027  BAKERI     0.20034957
12281  BAKERI     0.20113791
12593  BAKERI     0.20881866

BAX
      ticker  signal_return
229      BAX     0.02182566
1084     BAX     0.00145033
1942     BAX    -0.00661524
2783     BAX    -0.01227992
3404     BAX     0.06115814
4246     BAX     0.00158507
4948     BAX    -0.00984218
5416     BAX    -0.05711729
5708     BAX    -0.07407815
5977     BAX    -0.01992351
6363     BAX    -0.03613625
6917     BAX    -0.09701032
7873     BAX    -0.01671814
8277     BAX     0.04608205
8584     BAX     0.06312946
8961     BAX    -0.03517942
9811     BAX    -0.00062507
10616    BAX    -0.06253348
11052    BAX     0.00989074
11525    BAX     0.06914592
11878    BAX     0.02290544
12100    BAX     0.05134000
12462    BAX     0.02329175

BBT
      ticker  signal_return
279      BBT    -0.02178865
972      BBT     0.08611543
1285     BBT    -0.02927497
1805     BBT     0.02171254
2724     BBT    -0.05429092
3066     BBT    -0.03579259
3782     BBT    -0.06353186
4299     BBT    -0.05512789
4585     BBT    -0.03553537
5163     BBT    -0.00406401
5751     BBT     0.02566775
6568     BBT     0.08911021
7298     BBT    -0.00172776
7724     BBT     0.11695350
8201     BBT    -0.12902157
8835     BBT    -0.00291978
9139     BBT     0.01582139
9900     BBT     0.01928186
10217    BBT     0.01232365
10825    BBT     0.14570764
11241    BBT    -0.04793009
11643    BBT    -0.01791596
11981    BBT     0.03163140
12659    BBT    -0.07246024

BBY
      ticker  signal_return
97       BBY     0.02527862
368      BBY     0.07468810
1210     BBY     0.42442876
2455     BBY     0.10217215
2753     BBY    -0.07770898
3354     BBY    -0.09772237
4121     BBY     0.03090192
4470     BBY    -0.12546553
5129     BBY    -0.03919371
5434     BBY     0.03040969
6015     BBY     0.01850192
6439     BBY    -0.16579225
6805     BBY     0.02621875
7346     BBY     0.12446822
7950     BBY    -0.06198134
8278     BBY     0.02111343
9298     BBY    -0.05966508
9812     BBY     0.16719313
10038    BBY    -0.01885640
10964    BBY     0.18041076
12028    BBY     0.11383103
12594    BBY    -0.09850322

BCR
      ticker  signal_return
9        BCR    -0.04329162
420      BCR     0.11956350
1176     BCR     0.00778483
1653     BCR     0.04756121
1975     BCR    -0.08169564
2963     BCR    -0.02707251
3543     BCR    -0.11724485
3842     BCR     0.08020728
4239     BCR    -0.00814885
4555     BCR    -0.01531725
6146     BCR     0.11214275
7152     BCR    -0.04367602
7874     BCR    -0.02070700
8279     BCR     0.02515664
8585     BCR     0.01549430
8902     BCR     0.04750781
9262     BCR     0.05528514
9979     BCR    -0.02467249
10668    BCR    -0.01111464
11279    BCR     0.03920446
11661    BCR     0.02972912
12149    BCR     0.18325075
12642    BCR     0.01935792

BDX
      ticker  signal_return
421      BDX     0.04296783
1100     BDX    -0.01775331
1589     BDX     0.02643282
1857     BDX    -0.02645772
2456     BDX     0.01001550
3099     BDX    -0.01714612
3355     BDX    -0.11736278
3577     BDX     0.01933499
4170     BDX     0.04193838
4539     BDX     0.01072563
5002     BDX    -0.00530703
5585     BDX    -0.01065079
6138     BDX     0.03172271
6918     BDX    -0.07032123
7238     BDX     0.05285619
7501     BDX    -0.03789522
8101     BDX    -0.09467143
8586     BDX     0.05163972
8903     BDX     0.03379832
9215     BDX     0.00632629
9620     BDX    -0.00951559
10292    BDX    -0.04073373
10634    BDX    -0.00553523
11501    BDX     0.04211737
11813    BDX    -0.00400474
12168    BDX    -0.01866272
12643    BDX     0.03991731

BEN
      ticker  signal_return
140      BEN     0.01317547
571      BEN     0.00073394
832      BEN     0.01657349
1114     BEN    -0.07476151
1430     BEN    -0.00568183
2292     BEN     0.02299772
2616     BEN    -0.00828336
3050     BEN    -0.05192671
3619     BEN    -0.09065048
4247     BEN    -0.02838297
4618     BEN    -0.04165288
5767     BEN     0.01854346
6290     BEN     0.12421532
6692     BEN     0.03617031
6870     BEN    -0.01467780
7267     BEN    -0.00897737
7554     BEN     0.05801245
8346     BEN     0.04545725
8785     BEN    -0.14148372
9048     BEN     0.05183418
9315     BEN    -0.05209875
10715    BEN    -0.13952941
10826    BEN     0.08774723
11644    BEN     0.02091979

BIFLOR
       ticker  signal_return
10     BIFLOR     0.10013067
369    BIFLOR     0.10869731
723    BIFLOR     0.10781064
986    BIFLOR     0.12214703
1286   BIFLOR     0.11277094
1654   BIFLOR     0.11679140
1858   BIFLOR     0.12783554
2095   BIFLOR     0.12734474
2341   BIFLOR     0.12827513
2600   BIFLOR     0.13399480
2866   BIFLOR     0.14510882
3166   BIFLOR     0.13855509
3405   BIFLOR     0.14257970
3783   BIFLOR     0.14633324
4070   BIFLOR     0.15612582
4388   BIFLOR     0.14758095
4687   BIFLOR     0.16411656
4961   BIFLOR     0.15533786
5209   BIFLOR     0.16215714
5379   BIFLOR     0.16029302
5671   BIFLOR     0.16855565
5947   BIFLOR     0.16674556
6258   BIFLOR     0.16385899
6569   BIFLOR     0.16767157
6853   BIFLOR     0.18401061
7110   BIFLOR     0.16861886
7399   BIFLOR     0.16724358
7637   BIFLOR     0.17192788
8015   BIFLOR     0.18769426
8273   BIFLOR     0.17691645
8568   BIFLOR     0.18834418
8876   BIFLOR     0.19655246
9126   BIFLOR     0.17868327
9375   BIFLOR     0.18227649
9796   BIFLOR     0.18675111
10027  BIFLOR     0.19066359
10310  BIFLOR     0.19054752
10600  BIFLOR     0.19112182
11017  BIFLOR     0.20118757
11258  BIFLOR     0.20514680
11485  BIFLOR     0.19711900
11782  BIFLOR     0.20092204
12037  BIFLOR     0.20095348
12311  BIFLOR     0.21261405
12630  BIFLOR     0.19713312

BIIB
      ticker  signal_return
11      BIIB    -0.05399903
530     BIIB    -0.02072404
833     BIIB    -0.01412512
1228    BIIB     0.06044576
1611    BIIB     0.02750941
2006    BIIB    -0.00619060
2725    BIIB     0.05912728
3709    BIIB    -0.08305147
4398    BIIB     0.02672479
4803    BIIB     0.06618976
5075    BIIB    -0.03143269
5456    BIIB    -0.07266570
6291    BIIB     0.01473997
6693    BIIB    -0.07176491
7034    BIIB    -0.10305310
7672    BIIB    -0.15216129
7910    BIIB     0.08647746
8877    BIIB    -0.06972587
9175    BIIB    -0.23732572
9279    BIIB    -0.00334822
9863    BIIB     0.01414590
10497   BIIB    -0.09154064
10827   BIIB    -0.09958994
11645   BIIB     0.02596290
12415   BIIB     0.01402117

BK
      ticker  signal_return
592       BK     0.05500928
859       BK     0.01847831
1115      BK    -0.07571182
1416      BK     0.01386989
1890      BK    -0.04233743
2601      BK     0.06785022
2900      BK    -0.00780358
3385      BK    -0.09443926
3620      BK    -0.04295465
4300      BK    -0.07132383
4619      BK    -0.05625818
5401      BK     0.03166718
5709      BK    -0.01353697
6071      BK    -0.04742424
6243      BK     0.00838211
6694      BK    -0.00542007
7287      BK     0.01763068
7694      BK     0.14859285
8786      BK     0.02963654
9127      BK    -0.02625333
9479      BK    -0.09864908
10080     BK    -0.05444024
10566     BK     0.12358671
11078     BK    -0.02542333

BLK
      ticker  signal_return
381      BLK     0.02787247
1062     BLK     0.02992875
1487     BLK    -0.07020959
2617     BLK    -0.00646135
3237     BLK    -0.01816062
3948     BLK     0.04541872
4285     BLK    -0.03730965
4865     BLK    -0.02774635
5768     BLK     0.02923828
6072     BLK     0.02394175
6403     BLK     0.11467826
7122     BLK     0.06839829
7408     BLK    -0.10138956
7832     BLK     0.04764390
8488     BLK     0.04517118
8787     BLK    -0.04440938
9480     BLK    -0.12456836
9850     BLK     0.01312846
10081    BLK    -0.03270555
10472    BLK    -0.00459341
11150    BLK    -0.02571663
12528    BLK     0.09141661

BLL
      ticker  signal_return
155      BLL    -0.02705226
572      BLL     0.05012253
1018     BLL    -0.01278161
1382     BLL    -0.12152545
1563     BLL     0.05276028
2219     BLL     0.06048283
2669     BLL     0.02369248
3278     BLL    -0.03081476
3809     BLL    -0.04457898
4261     BLL    -0.01712669
4833     BLL    -0.01514778
6108     BLL     0.01987157
6695     BLL    -0.00318620
7239     BLL    -0.01825097
7531     BLL    -0.03871451
8759     BLL    -0.00193879
9411     BLL    -0.02349364
9890     BLL     0.01856913
10358    BLL    -0.06100602
10881    BLL    -0.01412621
12312    BLL     0.05152598
12644    BLL     0.03039308

BMY
      ticker  signal_return
156      BMY     0.05527823
422      BMY     0.05997305
1048     BMY     0.02058448
1417     BMY    -0.07663323
2980     BMY    -0.00471606
3445     BMY    -0.01428882
3810     BMY     0.12215801
4301     BMY    -0.03022414
4586     BMY    -0.03852620
5071     BMY    -0.02685347
5672     BMY    -0.03626042
6147     BMY    -0.08646341
6611     BMY    -0.02665963
7084     BMY    -0.00092237
7568     BMY    -0.09498463
7875     BMY     0.03161554
8716     BMY     0.04683614
9231     BMY    -0.00169668
9631     BMY    -0.17364517
9901     BMY     0.11598708
10347    BMY     0.02918791
11203    BMY    -0.03318132
11382    BMY    -0.10334752

BSX
      ticker  signal_return
347      BSX    -0.01319063
1192     BSX     0.00312256
2806     BSX    -0.07497656
3100     BSX     0.02060229
3501     BSX    -0.06165781
3859     BSX    -0.00385654
4513     BSX     0.05904737
4949     BSX     0.06273834
5350     BSX    -0.03034716
6312     BSX     0.07649359
7195     BSX    -0.00108755
7876     BSX     0.01529442
8587     BSX     0.05964110
8904     BSX     0.02258452
9280     BSX     0.02456710
9752     BSX    -0.01495044
10525    BSX     0.09316524
11079    BSX    -0.07385906
11326    BSX     0.06675969
12253    BSX     0.03549314
12574    BSX     0.02950496

BWA
      ticker  signal_return
157      BWA     0.02854971
423      BWA    -0.02228694
950      BWA     0.03286087
1655     BWA     0.05700504
1891     BWA     0.00271978
2457     BWA     0.03404649
3076     BWA    -0.03876354
3356     BWA     0.14912457
3710     BWA    -0.11299452
4886     BWA    -0.04083232
6053     BWA     0.08076136
6364     BWA     0.11984132
6859     BWA    -0.09075088
7769     BWA     0.24723140
8892     BWA    -0.18668870
9049     BWA     0.00283351
9412     BWA    -0.08662879
10124    BWA    -0.01416454
11080    BWA     0.06846780
11693    BWA     0.00776580
12068    BWA    -0.05799090
12676    BWA    -0.07292950

BXP
      ticker  signal_return
1287     BXP     0.04571163
1673     BXP     0.01683556
1955     BXP     0.02585682
2274     BXP     0.02357347
3167     BXP    -0.05119872
3357     BXP    -0.04006320
3912     BXP     0.03528481
4248     BXP     0.01710783
4514     BXP     0.06828292
5496     BXP     0.01738246
5752     BXP     0.04091033
6696     BXP    -0.03807988
7085     BXP    -0.00258190
7575     BXP    -0.07966712
7911     BXP     0.09305550
8692     BXP     0.02996450
9601     BXP     0.05232670
9918     BXP    -0.00160519
10380    BXP     0.11510459
10743    BXP    -0.06320925
11287    BXP    -0.00573199
11626    BXP    -0.03649957
12282    BXP     0.04398430

C
      ticker  signal_return
860        C    -0.01626975
1177       C    -0.13979654
1418       C     0.00822838
2053       C    -0.03442464
2544       C    -0.04454345
2836       C    -0.02150688
3215       C     0.04611051
4157       C     0.00036758
4520       C     0.04621612
5647       C     0.02163310
6188       C    -0.02089116
6697       C    -0.00079428
7299       C    -0.02666341
7725       C     0.20474601
8129       C    -0.08221722
8745       C    -0.02095891
9413       C    -0.08874684
9954       C     0.01136011
10405      C    -0.00226361
10828      C     0.15351359
11262      C    -0.05562607
11814      C    -0.03556151
12470      C     0.03506373

CA
      ticker  signal_return
287       CA    -0.09366856
593       CA     0.06132012
1101      CA    -0.02270417
1488      CA    -0.07572898
2054      CA    -0.02551330
2443      CA    -0.03576149
3518      CA    -0.01614964
4013      CA     0.04598646
4844      CA     0.00232247
5736      CA     0.03515063
6313      CA     0.08262575
7502      CA    -0.03938624
8247      CA     0.02403408
8549      CA    -0.02541681
9035      CA     0.05492492
9376      CA     0.02427482
9797      CA    -0.01312163
10252     CA    -0.00406060
10700     CA    -0.04698813
11304     CA    -0.03757757
12482     CA    -0.02804745

CAG
      ticker  signal_return
1489     CAG     0.06562489
2318     CAG     0.02386298
2589     CAG    -0.05775059
2637     CAG    -0.04297081
3291     CAG     0.02015335
3973     CAG     0.06653218
4302     CAG    -0.05301644
4936     CAG    -0.02139276
5277     CAG    -0.02714747
5629     CAG    -0.01176023
5900     CAG     0.12750612
6860     CAG    -0.04151211
7654     CAG    -0.08200912
8347     CAG     0.06011940
8682     CAG    -0.02104879
9281     CAG     0.02409755
10145    CAG    -0.04870528
10369    CAG     0.01883668
10812    CAG     0.00079484
11169    CAG    -0.00390982
11761    CAG    -0.01690595
12283    CAG     0.01212136

CAH
      ticker  signal_return
79       CAH     0.04017547
382      CAH     0.14068525
739      CAH     0.01797421
1186     CAH    -0.03280463
1590     CAH     0.04194844
2220     CAH    -0.08122326
2941     CAH     0.00920779
3279     CAH     0.01917413
3871     CAH     0.03212725
4178     CAH     0.00416310
4556     CAH     0.01070410
5003     CAH     0.02488639
5402     CAH    -0.03820702
5497     CAH    -0.04441052
6109     CAH    -0.03383360
6698     CAH    -0.03140836
7240     CAH     0.03153466
7655     CAH    -0.09473271
7877     CAH     0.03361014
8788     CAH    -0.10446517
8927     CAH     0.01566142
9414     CAH    -0.10239354
9678     CAH     0.02452258
10238    CAH    -0.01283805
10701    CAH    -0.05854839
11577    CAH     0.04328809
12137    CAH    -0.00330989

CAT
      ticker  signal_return
531      CAT    -0.06366417
1085     CAT    -0.01008873
1445     CAT     0.03965393
1919     CAT     0.05325396
2158     CAT    -0.02111808
2545     CAT     0.00650752
2837     CAT    -0.05131061
3051     CAT    -0.08163317
3544     CAT    -0.03356790
4136     CAT    -0.14241459
4377     CAT     0.04956279
4769     CAT    -0.06426453
5577     CAT    -0.02324891
6073     CAT     0.06431891
6699     CAT     0.01577887
6871     CAT     0.00757850
7770     CAT    -0.04630533
8348     CAT     0.06788657
8717     CAT    -0.07873013
9084     CAT    -0.08949281
9679     CAT     0.04686728
9980     CAT    -0.02860084
10330    CAT    -0.01997201
10829    CAT     0.05410185
11448    CAT    -0.02684725
11894    CAT    -0.04733537
12254    CAT    -0.00759436

CB
      ticker  signal_return
205       CB     0.02149790
509       CB     0.00969838
816       CB     0.00103424
1362      CB    -0.03146000
2096      CB     0.00903471
2458      CB     0.00230148
3017      CB    -0.05840089
3428      CB    -0.03639137
3872      CB     0.04712915
4179      CB     0.02474480
5380      CB     0.00064235
5769      CB     0.01330283
7102      CB     0.02164606
7409      CB    -0.01070272
7664      CB    -0.07921383
7833      CB     0.00977847
8427      CB    -0.00597669
9010      CB     0.01348475
9377      CB     0.00432850
10440     CB    -0.02086708
11113     CB     0.00934981
11627     CB     0.02596593
12554     CB     0.04185406

CBG
      ticker  signal_return
912      CBG     0.06818151
1431     CBG     0.03362890
2167     CBG    -0.11128618
2221     CBG     0.02889883
2424     CBG     0.06113193
2794     CBG    -0.07337474
3358     CBG     0.05508490
3711     CBG    -0.13690529
3974     CBG     0.03138110
4399     CBG    -0.04161076
5176     CBG     0.08225280
6612     CBG     0.04002287
7216     CBG    -0.02695011
7726     CBG     0.22192885
8102     CBG    -0.11675494
8718     CBG    -0.02928023
9415     CBG    -0.06073231
10449    CBG     0.03166590
11018    CBG     0.07333808
11617    CBG     0.05576856
12416    CBG    -0.04534221

CBOE
      ticker  signal_return
532     CBOE     0.02145118
805     CBOE    -0.01531502
1576    CBOE     0.03484662
1835    CBOE    -0.14279866
2331    CBOE    -0.02651709
3168    CBOE     0.06031558
3406    CBOE     0.02004003
3860    CBOE     0.03231879
4344    CBOE     0.04382524
5045    CBOE     0.04358136
5278    CBOE     0.00914559
5872    CBOE     0.02145969
6418    CBOE     0.01543095
6821    CBOE     0.01783839
7196    CBOE     0.04309847
7449    CBOE    -0.09778525
7712    CBOE    -0.01868333
8103    CBOE    -0.04451346
9571    CBOE     0.03219891
10218   CBOE    -0.03712553
10348   CBOE     0.04882081
11104   CBOE     0.01309731
11449   CBOE     0.02920377
12169   CBOE     0.01684527

CBS
      ticker  signal_return
110      CBS     0.01964839
383      CBS     0.04382495
1086     CBS    -0.03473314
1490     CBS    -0.18006957
1632     CBS     0.01347307
2186     CBS    -0.05857991
2743     CBS    -0.12349528
3446     CBS     0.06579132
4501     CBS    -0.00283839
4887     CBS     0.05573192
5873     CBS     0.04827430
6292     CBS     0.16238585
6700     CBS     0.02823900
6919     CBS    -0.13727406
7241     CBS     0.06529549
7996     CBS    -0.03942165
8349     CBS     0.07210089
8850     CBS    -0.06896728
9481     CBS    -0.06743274
9680     CBS    -0.11105306
10276    CBS    -0.09772689
10406    CBS    -0.02258970
10970    CBS     0.07460795
11288    CBS    -0.02463937
11712    CBS    -0.01969156
12053    CBS    -0.04091814
12383    CBS     0.02763975

CCI
      ticker  signal_return
384      CCI     0.00483547
1491     CCI    -0.08129126
1697     CCI    -0.02818211
2187     CCI    -0.06333537
2249     CCI    -0.01616648
3116     CCI     0.03925548
3572     CCI    -0.03879229
4356     CCI    -0.08061540
4716     CCI     0.03978451
5543     CCI    -0.00427900
6016     CCI    -0.02212480
6479     CCI    -0.06895083
6701     CCI     0.03240384
7123     CCI    -0.00740144
7656     CCI    -0.07255838
7959     CCI    -0.05985111
8327     CCI    -0.01148395
8684     CCI     0.00328817
8999     CCI     0.04960415
9329     CCI     0.05698693
10222    CCI     0.02210098
10744    CCI     0.07522875
11628    CCI    -0.00633793
12008    CCI     0.02684084
12483    CCI     0.04117396

CCL
      ticker  signal_return
225      CCL     0.01047740
994      CCL     0.13112928
1943     CCL    -0.01963449
2784     CCL     0.03064535
3297     CCL    -0.01313267
3712     CCL    -0.17377471
4171     CCL     0.07145080
4557     CCL    -0.07447057
5262     CCL    -0.04939806
5930     CCL     0.06393787
6375     CCL    -0.06805628
7153     CCL    -0.03209419
7644     CCL    -0.09058578
7976     CCL     0.05983525
8618     CCL    -0.05656328
9232     CCL     0.07314424
10331    CCL    -0.03398638
10813    CCL     0.07162765
11305    CCL     0.02881198
11966    CCL     0.01412599
12284    CCL     0.03041627
12631    CCL     0.04082199

CELG
      ticker  signal_return
239     CELG     0.00728213
834     CELG     0.03027245
1903    CELG     0.00395518
2459    CELG     0.12596284
2754    CELG    -0.04004154
3169    CELG     0.01370480
3843    CELG     0.06693232
4158    CELG    -0.04477948
4601    CELG    -0.01342527
5210    CELG    -0.11317306
5498    CELG    -0.05736404
6165    CELG     0.06163443
7878    CELG     0.02486248
8851    CELG    -0.09518282
9353    CELG    -0.07706810
9845    CELG    -0.03057226
10473   CELG    -0.06485208
10830   CELG    -0.06015625
11801   CELG     0.00742118
12484   CELG    -0.02953393

CERN
      ticker  signal_return
240     CERN     0.06476421
1547    CERN    -0.13120299
1633    CERN    -0.00016871
2168    CERN    -0.07037884
2925    CERN     0.01198789
3268    CERN     0.03460081
3861    CERN     0.03977433
4717    CERN     0.07048052
5004    CERN     0.01345586
5311    CERN    -0.09768633
5567    CERN     0.02878433
5829    CERN    -0.03047213
6460    CERN     0.01321781
7197    CERN    -0.12553869
7347    CERN    -0.03908739
8232    CERN     0.00303433
9592    CERN     0.05466564
9885    CERN    -0.02690471
10581   CERN     0.16576421
11081   CERN     0.01279514
11502   CERN     0.04300746
11967   CERN     0.03761601
12331   CERN     0.00308404
12677   CERN    -0.00858245

CF
      ticker  signal_return
158       CF     0.00932834
609       CF    -0.01726345
913       CF    -0.02127332
1211      CF    -0.02501976
1753      CF     0.02709085
2867      CF    -0.01439792
3170      CF    -0.00969894
3475      CF    -0.06305220
4521      CF     0.04961862
5005      CF    -0.07533386
5270      CF    -0.02719316
5684      CF    -0.00281072
6210      CF    -0.07186795
6314      CF     0.05064216
6843      CF    -0.00555823
7512      CF     0.18793265
7771      CF     0.13027284
9036      CF    -0.04836261
9416      CF     0.00394012
9891      CF    -0.19118762
10882     CF     0.13173287
11266     CF     0.12516314
11895     CF    -0.01084756
12125     CF    -0.01929487

CFG
      ticker  signal_return
4303     CFG    -0.05056112
4646     CFG    -0.10707064
5468     CFG     0.03181029
5738     CFG     0.00440368
6570     CFG     0.06440693
7300     CFG     0.02986439
7912     CFG     0.24195869
8719     CFG    -0.01266729
9417     CFG    -0.09917602
10053    CFG    -0.00665560
10407    CFG     0.02506099
10793    CFG     0.23802316
11120    CFG     0.02395493
11450    CFG    -0.00335904
11815    CFG    -0.13790713

CHD
      ticker  signal_return
471      CHD     0.05274069
928      CHD    -0.01475486
1432     CHD    -0.06738586
1716     CHD     0.00694499
2546     CHD    -0.03459647
2901     CHD    -0.02381275
3386     CHD    -0.02544961
3873     CHD     0.03961422
4202     CHD     0.04324378
4670     CHD     0.02784110
4978     CHD     0.00897913
5469     CHD    -0.02698163
6189     CHD     0.04317320
6514     CHD    -0.06968905
7301     CHD    -0.06133551
7913     CHD    -0.09857019
8180     CHD     0.02085431
8640     CHD    -0.01072972
8976     CHD     0.04058903
10159    CHD     0.00996721
10756    CHD     0.01219007
11409    CHD     0.07908328
11816    CHD    -0.00378977
12363    CHD    -0.06011663
12595    CHD     0.03530681

CHK
      ticker  signal_return
12       CHK    -0.03404262
385      CHK    -0.06026145
679      CHK    -0.04164056
1554     CHK    -0.05731772
2097     CHK     0.05312864
2579     CHK    -0.02353495
3455     CHK     0.15905491
5046     CHK     0.17301250
5770     CHK     0.19125707
6074     CHK     0.24570911
6404     CHK     0.05524847
7348     CHK     0.41820413
7555     CHK     0.09431068
7977     CHK     0.49365782
8693     CHK    -0.34144325
9787     CHK     0.12210270
10028    CHK     0.04243061
10716    CHK    -0.14503485
11107    CHK    -0.06632264
11743    CHK     0.12192202

CHRW
      ticker  signal_return
159     CHRW    -0.04662019
987     CHRW    -0.02348102
1548    CHRW     0.00670668
1859    CHRW    -0.08714219
2115    CHRW     0.03702205
2480    CHRW     0.06315189
2838    CHRW     0.03466813
3713    CHRW    -0.12885106
3803    CHRW     0.04983187
4435    CHRW    -0.04681335
5457    CHRW     0.03672269
5721    CHRW    -0.00538319
6335    CHRW    -0.03958643
7029    CHRW    -0.04258993
7483    CHRW     0.01787563
8130    CHRW     0.03590301
8489    CHRW    -0.00434370
8789    CHRW    -0.03310890
9832    CHRW    -0.01884114
10883   CHRW     0.05660881
11503   CHRW     0.03358785
11802   CHRW    -0.03055526
12285   CHRW     0.06277292
12632   CHRW    -0.01471559

CHTR
      ticker  signal_return
386     CHTR    -0.07659567
1717    CHTR    -0.01740709
2013    CHTR    -0.15167338
2188    CHTR     0.02021556
2394    CHTR     0.05691850
2702    CHTR     0.04198897
3545    CHTR    -0.03569561
4159    CHTR     0.02102170
4834    CHTR     0.05157439
5130    CHTR    -0.00856547
5586    CHTR     0.02830944
5978    CHTR    -0.08681351
6222    CHTR    -0.00283052
7556    CHTR     0.03979522
7960    CHTR    -0.02305422
8409    CHTR     0.08897942
8893    CHTR     0.08357010
9621    CHTR     0.00898578
9919    CHTR     0.08179762
10635   CHTR    -0.09093506
11121   CHTR     0.04777612
11356   CHTR     0.05050903
12209   CHTR    -0.07293344
12485   CHTR    -0.07749674

CI
      ticker  signal_return
13        CI    -0.06423075
472       CI    -0.10970065
806       CI    -0.00584319
1212      CI    -0.15047431
1564      CI    -0.02837882
2258      CI     0.05603196
2571      CI     0.00914242
2881      CI    -0.03981890
3745      CI    -0.15221059
3923      CI     0.05791908
4304      CI    -0.03152999
4558      CI     0.02327687
4866      CI     0.05800513
5144      CI     0.06120323
5690      CI     0.17966825
5994      CI    -0.15275761
7657      CI    -0.07792842
8131      CI    -0.11307714
9037      CI    -0.00015616
9482      CI    -0.13695537
9773      CI    -0.05643763
10498     CI    -0.10749009
10831     CI     0.00974617
11345     CI     0.00606438
11817     CI    -0.03293675
12170     CI     0.02992489

CINF
      ticker  signal_return
387     CINF     0.02120504
740     CINF     0.00646364
1383    CINF     0.04526228
2098    CINF    -0.00822881
2981    CINF    -0.02293200
3862    CINF     0.04708874
4325    CINF    -0.01193879
5131    CINF     0.01171581
5470    CINF    -0.00195848
5813    CINF    -0.06137321
6061    CINF     0.05065548
6480    CINF    -0.05878122
7035    CINF     0.06041704
7427    CINF    -0.01870515
7772    CINF    -0.07637034
8181    CINF     0.04392625
8428    CINF    -0.01011756
8720    CINF     0.01755352
9038    CINF     0.03376944
9354    CINF     0.06209413
10064   CINF    -0.02098818
10567   CINF    -0.01483525
11041   CINF     0.00377726
12436   CINF    -0.00822812

CL
      ticker  signal_return
348       CL     0.05439765
835       CL    -0.02490770
1384      CL     0.00707740
2075      CL     0.01421382
2410      CL     0.00043850
2785      CL    -0.08087370
3018      CL    -0.01735639
3874      CL     0.02745212
4203      CL     0.01270810
4759      CL    -0.06878166
5076      CL    -0.03026014
5771      CL    -0.00363417
6347      CL    -0.10225430
6702      CL    -0.00338410
7124      CL    -0.03347965
7773      CL    -0.05518835
8490      CL     0.01970158
8790      CL    -0.00583621
9572      CL     0.02191161
9864      CL    -0.00400214
10160     CL    -0.03043804
10779     CL     0.07365474
11662     CL     0.07427453
12486     CL     0.00868198

CLUSIA
       ticker  signal_return
14     CLUSIA     0.08446299
313    CLUSIA     0.09370096
685    CLUSIA     0.09231093
951    CLUSIA     0.10878643
1229   CLUSIA     0.10638608
1591   CLUSIA     0.12079128
1827   CLUSIA     0.11838501
2066   CLUSIA     0.12510012
2319   CLUSIA     0.12484007
2582   CLUSIA     0.11854496
2827   CLUSIA     0.13498358
3130   CLUSIA     0.13344739
3359   CLUSIA     0.14432529
3714   CLUSIA     0.14051587
4048   CLUSIA     0.14847914
4350   CLUSIA     0.14985256
4602   CLUSIA     0.16195236
4888   CLUSIA     0.16193884
5145   CLUSIA     0.15698032
5343   CLUSIA     0.15703804
5630   CLUSIA     0.15742558
5881   CLUSIA     0.16619114
6211   CLUSIA     0.17405086
6515   CLUSIA     0.17293405
6828   CLUSIA     0.16866317
7052   CLUSIA     0.17951633
7356   CLUSIA     0.17294392
7569   CLUSIA     0.18363849
7961   CLUSIA     0.18613182
8233   CLUSIA     0.17958622
8491   CLUSIA     0.18803382
8766   CLUSIA     0.17534177
9064   CLUSIA     0.18979123
9334   CLUSIA     0.19246430
9745   CLUSIA     0.18490403
9981   CLUSIA     0.18456787
10253  CLUSIA     0.20169978
10526  CLUSIA     0.19940437
10955  CLUSIA     0.19809514
11209  CLUSIA     0.19508214
11362  CLUSIA     0.20729834
11675  CLUSIA     0.19641673
11974  CLUSIA     0.19272579
12150  CLUSIA     0.21198215
12510  CLUSIA     0.20568509

CLX
      ticker  signal_return
533      CLX     0.06019973
817      CLX    -0.01016758
1419     CLX     0.00734538
2099     CLX    -0.01629795
2547     CLX    -0.00638772
3019     CLX    -0.02028328
3456     CLX     0.00512927
3984     CLX    -0.01749083
4400     CLX     0.04501278
4718     CLX    -0.00386355
5544     CLX    -0.01324772
5814     CLX    -0.02604851
6190     CLX     0.05449623
7007     CLX     0.03935315
7503     CLX    -0.01321003
8075     CLX    -0.04929481
8852     CLX    -0.07051624
9011     CLX    -0.02076515
9378     CLX     0.00705248
10133    CLX     0.06319569
10474    CLX     0.04097127
10884    CLX    -0.02672217
11306    CLX     0.02628057
11587    CLX     0.07575937
11907    CLX    -0.03575891

CMA
      ticker  signal_return
206      CMA    -0.05133110
624      CMA     0.04789046
1019     CMA     0.02744561
1492     CMA    -0.09982374
1873     CMA    -0.03857116
2320     CMA    -0.07040655
2647     CMA    -0.03250860
3429     CMA    -0.16177574
3621     CMA    -0.02946883
4522     CMA    -0.00529772
5535     CMA     0.01929056
5753     CMA     0.03848998
6212     CMA    -0.00358915
6571     CMA     0.09849826
7288     CMA     0.02048002
7610     CMA     0.17622278
8018     CMA    -0.05819824
8791     CMA     0.03562117
9140     CMA    -0.04579304
9483     CMA    -0.21379261
10054    CMA    -0.01943195
10332    CMA     0.08692399
10669    CMA     0.17252415
11061    CMA     0.06673602
11646    CMA    -0.01107263

CMCSA
      ticker  signal_return
349    CMCSA     0.01897509
836    CMCSA     0.02925291
1116   CMCSA     0.02259906
1592   CMCSA    -0.07589979
1874   CMCSA     0.00985012
2240   CMCSA    -0.00267227
2516   CMCSA     0.02790223
2818   CMCSA    -0.02389820
3333   CMCSA    -0.05760563
3746   CMCSA    -0.02853780
4471   CMCSA    -0.02383258
4804   CMCSA    -0.11915152
4916   CMCSA     0.00478129
5948   CMCSA     0.05687041
6613   CMCSA    -0.01936051
7069   CMCSA    -0.01793549
7774   CMCSA    -0.08424555
8350   CMCSA     0.03202507
8672   CMCSA    -0.02128604
9176   CMCSA    -0.00364011
9561   CMCSA     0.06370539
10582  CMCSA    -0.06467510
10936  CMCSA     0.03964378
11242  CMCSA     0.03939133
11486  CMCSA     0.00370175
12286  CMCSA     0.03893313
12633  CMCSA    -0.03279797

CME
      ticker  signal_return
388      CME     0.02759329
773      CME     0.04019977
1020     CME    -0.08243552
1420     CME    -0.00451468
2014     CME    -0.01410336
2895     CME     0.00584280
3250     CME     0.06861141
3949     CME     0.00950013
4262     CME     0.04312216
4845     CME     0.02996811
5146     CME    -0.09271511
5451     CME    -0.05047144
5830     CME    -0.01348617
6614     CME    -0.00863639
7504     CME    -0.07260647
7775     CME    -0.01158577
8370     CME     0.02666852
9128     CME    -0.03436032
9632     CME     0.05555619
9955     CME     0.03259101
10247    CME    -0.05029202
10636    CME    -0.09057852
10832    CME     0.09284895
11170    CME    -0.02647777
11487    CME     0.01545067
11818    CME    -0.06393128
12313    CME    -0.02530261

CMG
      ticker  signal_return
15       CMG     0.01218110
314      CMG     0.18609232
774      CMG    -0.05948946
1363     CMG    -0.08750617
1465     CMG     0.00477155
1768     CMG    -0.01007054
2116     CMG     0.03743097
2590     CMG     0.00577444
2902     CMG     0.03178848
3715     CMG    -0.01448345
4494     CMG     0.06186095
5381     CMG    -0.08396000
5403     CMG     0.02046595
5710     CMG     0.00322151
6148     CMG     0.12315863
7111     CMG     0.11391473
7410     CMG     0.02680183
7645     CMG     0.09283453
8905     CMG    -0.09334286
9299     CMG     0.00514572
10637    CMG    -0.10901938
12054    CMG     0.06655403

CMI
      ticker  signal_return
80       CMI    -0.00301092
510      CMI    -0.03206212
1087     CMI    -0.04861709
1385     CMI    -0.14939090
1656     CMI     0.00915823
1956     CMI     0.01214158
2293     CMI     0.05026432
2964     CMI    -0.00349167
3476     CMI    -0.00155908
4137     CMI    -0.02144763
4856     CMI    -0.03390976
6017     CMI     0.02423519
6615     CMI     0.04204055
6920     CMI    -0.04805894
7180     CMI     0.02665126
7463     CMI     0.03557840
8351     CMI     0.08397797
8721     CMI     0.00893098
9484     CMI    -0.14335298
9813     CMI     0.03723700
10359    CMI    -0.01201098
10833    CMI     0.05693891
11451    CMI     0.01512820
11933    CMI    -0.04933453
12364    CMI    -0.01130966

CMS
      ticker  signal_return
1466     CMS     0.02677307
1846     CMS     0.02016128
2076     CMS    -0.01578241
2618     CMS    -0.00197174
3077     CMS    -0.07352482
3747     CMS     0.07620996
4249     CMS     0.03663413
4697     CMS    -0.04062104
5078     CMS    -0.07045987
5789     CMS    -0.03524321
6471     CMS    -0.07413013
7053     CMS    -0.03190362
8030     CMS     0.09048280
8404     CMS     0.02345085
9216     CMS     0.06356011
10082    CMS    -0.02854304
10381    CMS    -0.02610223
10885    CMS    -0.04044715
11526    CMS     0.04314869
11934    CMS     0.01214813
12463    CMS     0.03355875

CNC
      ticker  signal_return
98       CNC     0.08206495
651      CNC    -0.06932615
973      CNC    -0.11001241
1718     CNC     0.00660484
2117     CNC    -0.23023299
2259     CNC     0.06766955
2602     CNC     0.00603914
3493     CNC    -0.02149054
3887     CNC     0.10688220
4263     CNC     0.02678212
4698     CNC     0.09832292
5006     CNC     0.12878146
5417     CNC    -0.01332243
5725     CNC     0.06450534
6572     CNC     0.06534012
6921     CNC    -0.09744855
7611     CNC    -0.03472735
8132     CNC    -0.06381693
8894     CNC    -0.12689352
9263     CNC     0.01136873
9659     CNC    -0.01846553
10370    CNC     0.01319679
10834    CNC    -0.05208854
11452    CNC     0.09039172
11819    CNC    -0.01853582
12255    CNC     0.00732505

CNP
      ticker  signal_return
424      CNP     0.01875208
988      CNP    -0.02396107
1657     CNP     0.00828162
2169     CNP    -0.03066643
2703     CNP    -0.00831523
3078     CNP    -0.05902930
3716     CNP    -0.09153481
3994     CNP    -0.03972758
5040     CNP     0.02895955
5587     CNP     0.02057518
6223     CNP    -0.07308535
6488     CNP    -0.10456879
6785     CNP     0.00953189
7302     CNP     0.04767669
7532     CNP    -0.08659824
8076     CNP     0.01716552
8371     CNP     0.07271435
8906     CNP     0.04326938
9153     CNP     0.04334231
9562     CNP    -0.00962955
10450    CNP    -0.04595946
11046    CNP     0.02411725
11311    CNP     0.02837897
11607    CNP     0.05599769
11935    CNP    -0.00178158
12126    CNP    -0.01971234
12660    CNP    -0.02764173

COF
      ticker  signal_return
275      COF    -0.01331349
1021     COF    -0.01453673
1957     COF    -0.04845974
2294     COF     0.04993511
2648     COF    -0.01826480
3795     COF    -0.07106114
4620     COF    -0.03650964
5327     COF     0.01483686
5604     COF     0.03604203
5882     COF     0.02278821
6191     COF    -0.11402042
6293     COF     0.02389835
6703     COF    -0.00203791
7303     COF    -0.03869027
7695     COF     0.11254867
8746     COF    -0.02421700
9316     COF    -0.05304560
10083    COF     0.01998940
10408    COF    -0.01490015
10835    COF     0.17189164
11694    COF    -0.05634504
11982    COF     0.02102034
12453    COF    -0.00965101

COG
      ticker  signal_return
288      COG     0.00428388
668      COG    -0.05678131
1049     COG     0.02015572
1348     COG    -0.01541761
1754     COG     0.03370453
2868     COG     0.00571186
3477     COG     0.00348819
4122     COG    -0.08819067
4515     COG     0.03286003
5273     COG     0.11918852
5536     COG    -0.00408279
6018     COG     0.16063282
6419     COG     0.08228324
7411     COG     0.20223687
8089     COG     0.04615494
8463     COG    -0.00568308
8907     COG    -0.00250984
9249     COG     0.01599410
10506    COG     0.05553278
11543    COG    -0.07376401
12069    COG    -0.01351649
12712    COG    -0.14984047

COL
      ticker  signal_return
246      COL    -0.03276130
929      COL     0.03054900
1303     COL     0.02283324
1698     COL    -0.01005283
2955     COL    -0.01871237
3888     COL     0.04051249
4719     COL     0.04702308
5007     COL     0.05432167
5312     COL    -0.01043274
5638     COL    -0.05007524
6054     COL     0.08481858
6704     COL    -0.01732762
7198     COL     0.05984134
8019     COL    -0.10595633
8550     COL     0.01094666
9317     COL     0.01329001
10254    COL    -0.02954443
10601    COL    -0.11185969
10925    COL     0.06143483
11783    COL     0.01106126
12081    COL     0.04109832
12634    COL    -0.03239226

COO
      ticker  signal_return
952      COO    -0.01674920
1493     COO    -0.12109289
1769     COO     0.04410361
2649     COO     0.10350722
2903     COO     0.04582884
3585     COO    -0.06276172
4095     COO    -0.06394706
5079     COO     0.04406095
5790     COO    -0.00630953
6573     COO     0.08450792
7008     COO    -0.07800908
7505     COO    -0.00946861
8255     COO     0.05494950
8641     COO    -0.02909952
9129     COO     0.00940293
9593     COO     0.02945220
10023    COO     0.01198072
10728    COO     0.05488281
11082    COO    -0.09234197
11544    COO     0.07981487
12398    COO     0.15114106

COP
      ticker  signal_return
16       COP     0.00878146
315      COP     0.01991848
1246     COP     0.03255857
1930     COP     0.08237235
2234     COP     0.04670135
2517     COP     0.06303752
2839     COP    -0.06066459
3502     COP     0.09251900
4357     COP     0.00016014
5931     COP     0.09728486
6259     COP     0.14419869
6574     COP    -0.02852542
6988     COP     0.04173731
7612     COP     0.27893893
8767     COP    -0.02065632
9485     COP    -0.00631833
9865     COP    -0.06688681
10441    COP    -0.01496770
10999    COP     0.10611519
11879    COP    -0.06737972

COST
      ticker  signal_return
652     COST     0.03598879
1193    COST    -0.00183960
2481    COST    -0.01196084
2982    COST     0.01825127
3298    COST     0.00510083
3600    COST     0.05860743
4057    COST    -0.00600168
4814    COST    -0.00834829
5211    COST    -0.04202693
5351    COST    -0.00456193
5739    COST     0.04587363
6260    COST    -0.00557367
6705    COST    -0.07027054
6974    COST     0.07216202
7384    COST    -0.00354115
7834    COST     0.03403531
8588    COST    -0.01728101
9050    COST    -0.06982298
9622    COST     0.01726008
10161   COST     0.00472248
10729   COST    -0.02632316
11151   COST     0.02122129
11551   COST     0.01513857
12384   COST     0.04715449

COTY
      ticker  signal_return
1330    COTY     0.02103864
1814    COTY    -0.04253218
2235    COTY     0.01516559
2444    COTY     0.03372413
3230    COTY    -0.05719047
3546    COTY     0.00367197
4027    COTY     0.08355589
4489    COTY    -0.06599095
4835    COTY     0.05984887
5177    COTY     0.07539802
5847    COTY     0.13715217
6922    COTY    -0.11284156
7338    COTY    -0.08485775
7667    COTY     0.11192805
8234    COTY    -0.07264864
8722    COTY    -0.12908450
9039    COTY    -0.03867047
9910    COTY    -0.06919450
10146   COTY     0.00080743
10458   COTY     0.03103086
10836   COTY     0.02996092
11588   COTY    -0.06306517
12061   COTY    -0.01787757
12443   COTY    -0.06946227

CPB
      ticker  signal_return
241      CPB    -0.04598927
799      CPB    -0.10016849
1708     CPB     0.01265268
2015     CPB     0.00200647
2482     CPB    -0.00406259
3020     CPB    -0.07367852
3995     CPB    -0.02756614
4559     CPB     0.05511861
5691     CPB     0.00810731
6336     CPB    -0.05992334
6829     CPB    -0.03511182
7442     CPB     0.01511745
8024     CPB     0.09308236
8286     CPB     0.00874479
8642     CPB    -0.04952600
9012     CPB    -0.05869694
9602     CPB    -0.08692377
9970     CPB     0.08030606
10382    CPB    -0.00199263
10757    CPB    -0.08885871
11019    CPB     0.05443637
11272    CPB     0.02903151
11983    CPB    -0.00949813
12529    CPB     0.01736029

CRM
      ticker  signal_return
160      CRM     0.00171314
511      CRM     0.00741347
1288     CRM     0.05552912
1674     CRM    -0.06649661
1931     CRM     0.00873209
2189     CRM    -0.10115874
2603     CRM    -0.06927704
3231     CRM    -0.04235606
3889     CRM    -0.03624125
4889     CRM     0.05308731
5471     CRM    -0.02674428
6575     CRM    -0.05144073
6975     CRM     0.05089465
7400     CRM    -0.04579985
7835     CRM     0.30369563
8619     CRM     0.01853510
9068     CRM     0.04727857
10223    CRM     0.00879852
10989    CRM    -0.11228513
11608    CRM     0.03014693
12077    CRM     0.01373232
12450    CRM    -0.00502916

CSCO
      ticker  signal_return
304     CSCO    -0.03407931
741     CSCO     0.05409322
1836    CSCO    -0.05888036
1976    CSCO     0.00043281
2332    CSCO     0.02127740
2744    CSCO     0.00795866
3656    CSCO    -0.08182084
4058    CSCO     0.04473954
4455    CSCO     0.01673114
4890    CSCO    -0.05297406
6019    CSCO    -0.03168595
6616    CSCO     0.03576617
7125    CSCO    -0.05819308
7776    CSCO     0.10444266
8410    CSCO     0.00883484
9141    CSCO     0.01032001
9633    CSCO     0.05905530
10044   CSCO     0.00159668
11083   CSCO    -0.02581005
11552   CSCO     0.09507690
12365   CSCO    -0.08245508
12511   CSCO    -0.00793529

CSRA
      ticker  signal_return
9330    CSRA    -0.07160778
9798    CSRA    -0.01909273
10670   CSRA    -0.26039314
10837   CSRA     0.17444101
11346   CSRA    -0.06096590
11589   CSRA     0.06546304
12070   CSRA    -0.03756805
12596   CSRA     0.03169994

CSX
      ticker  signal_return
161      CSX    -0.03043217
699      CSX     0.04375290
1117     CSX    -0.08397822
1386     CSX    -0.05531193
2310     CSX     0.03314116
2619     CSX    -0.00129955
2904     CSX    -0.02486807
3387     CSX     0.02295386
3811     CSX     0.06973334
4123     CSX    -0.03768027
4523     CSX    -0.03173937
5418     CSX    -0.03700036
6110     CSX     0.03293663
6446     CSX     0.10307085
7412     CSX    -0.16763555
7522     CSX     0.05638193
7836     CSX     0.02022009
8492     CSX    -0.02888836
8878     CSX    -0.06412693
9486     CSX    -0.15973729
9712     CSX    -0.00747201
10248    CSX     0.06361867
10794    CSX     0.12278806
11122    CSX     0.01044886
11334    CSX     0.22734083
12417    CSX     0.03242588

CTAS
      ticker  signal_return
111     CTAS     0.03331682
389     CTAS     0.04104625
742     CTAS     0.02078849
1063    CTAS     0.00471064
1709    CTAS    -0.03213591
2548    CTAS    -0.00267359
2840    CTAS     0.01538255
3280    CTAS     0.05773356
3890    CTAS     0.04111639
4401    CTAS     0.05612120
4891    CTAS     0.00424835
5147    CTAS    -0.04418558
5499    CTAS    -0.07399182
5949    CTAS    -0.02721178
6461    CTAS    -0.02255261
6706    CTAS    -0.05349252
7030    CTAS     0.02314359
7696    CTAS     0.03515604
8526    CTAS    -0.00199115
9000    CTAS     0.03713271
9282    CTAS     0.04191832
9753    CTAS     0.07914241
10104   CTAS    -0.04429730
10671   CTAS    -0.11036781
11108   CTAS    -0.00628826
11968   CTAS    -0.01525146

CTL
      ticker  signal_return
247      CTL    -0.06597153
625      CTL    -0.07992033
904      CTL    -0.04988967
1331     CTL    -0.03457134
1920     CTL     0.08122322
2207     CTL     0.07635613
2942     CTL     0.08224508
4792     CTL    -0.00955421
5080     CTL     0.00112994
5699     CTL     0.01563376
5995     CTL     0.06525179
6707     CTL    -0.00123517
7176     CTL    -0.01667834
7837     CTL    -0.06696049
8202     CTL     0.17233172
8464     CTL    -0.00248989
8792     CTL    -0.17531467
8977     CTL     0.01053043
9723     CTL    -0.02851781
10249    CTL    -0.01508213
10672    CTL    -0.20691490
10730    CTL     0.03793417
11488    CTL    -0.05846847
11863    CTL    -0.02141409
12256    CTL    -0.02895351
12678    CTL    -0.06755815

CTSH
      ticker  signal_return
17      CTSH     0.02620021
333     CTSH     0.01541241
724     CTSH     0.00440695
1050    CTSH     0.01939430
1710    CTSH    -0.05214925
2260    CTSH    -0.04124725
2777    CTSH    -0.00855641
3079    CTSH    -0.05306640
3891    CTSH     0.12727920
4720    CTSH     0.11536724
5178    CTSH    -0.02123020
5500    CTSH    -0.10035999
5740    CTSH    -0.07122751
6420    CTSH    -0.07394806
7126    CTSH    -0.04773855
7538    CTSH    -0.02289206
8133    CTSH    -0.03419136
9487    CTSH    -0.05505334
10162   CTSH     0.09250766
11047   CTSH    -0.00581141
11713   CTSH    -0.00153649
12418   CTSH     0.06869971

CTXS
      ticker  signal_return
162     CTXS    -0.27009252
305     CTXS     0.10977067
743     CTXS    -0.05362854
1064    CTXS    -0.00862285
1446    CTXS    -0.11942885
2549    CTXS    -0.00239292
2943    CTXS     0.04792036
3326    CTXS    -0.04072897
3657    CTXS    -0.01000160
4358    CTXS     0.01884309
4621    CTXS    -0.10203499
5328    CTXS     0.00775610
5857    CTXS    -0.01762855
6348    CTXS    -0.09556264
6708    CTXS    -0.07375620
7127    CTXS    -0.10401011
7838    CTXS     0.09808383
8551    CTXS     0.02680990
8853    CTXS    -0.02153208
9488    CTXS    -0.14827225
9814    CTXS    -0.01148403
11152   CTXS     0.00873948
11363   CTXS     0.06884549
11916   CTXS    -0.01769958

CVS
      ticker  signal_return
248      CVS    -0.08801935
534      CVS     0.06068212
818      CVS     0.05833457
1102     CVS    -0.04432938
1732     CVS     0.03793535
1932     CVS    -0.02633987
2284     CVS     0.02932458
3138     CVS     0.01588824
3388     CVS    -0.01890787
3831     CVS     0.07339558
4160     CVS     0.07421015
4699     CVS     0.03087520
5901     CVS     0.04722067
6224     CVS    -0.01721526
6709     CVS     0.00179784
7349     CVS    -0.00128783
8134     CVS    -0.09961061
8352     CVS     0.05329371
8978     CVS    -0.08854283
9112     CVS     0.05082650
10163    CVS     0.05756985
10702    CVS     0.10861811
12257    CVS    -0.06148449
12597    CVS    -0.01904074

CVX
      ticker  signal_return
289      CVX    -0.01462735
1118     CVX    -0.06950235
1387     CVX     0.00968712
2077     CVX     0.04962107
2583     CVX     0.01559364
2926     CVX    -0.04045642
3503     CVX     0.03791563
4345     CVX    -0.03144766
5772     CVX     0.05598136
6075     CVX     0.10176762
6405     CVX     0.07320303
7054     CVX    -0.00952494
7777     CVX     0.00168776
8411     CVX     0.02100178
8747     CVX     0.04138522
9250     CVX     0.01212136
9660     CVX    -0.04056900
10731    CVX     0.05652374
11084    CVX     0.03818811
11924    CVX    -0.01488494
12151    CVX    -0.01476147

CXO
      ticker  signal_return
18       CXO     0.04093833
425      CXO    -0.06942467
930      CXO    -0.01494796
1247     CXO    -0.12589486
1612     CXO     0.05223188
1983     CXO     0.03458332
2572     CXO     0.07225637
3139     CXO    -0.01942710
3457     CXO     0.18559628
4240     CXO    -0.07259990
5329     CXO    -0.05735602
6076     CXO     0.02728000
6710     CXO    -0.07686008
7009     CXO    -0.02813407
7592     CXO     0.22834191
7997     CXO    -0.25900677
8353     CXO     0.03932751
8694     CXO     0.08927327
9251     CXO    -0.06486594
9949     CXO    -0.02230632
10409    CXO    -0.09226794
11880    CXO    -0.00504216

D
      ticker  signal_return
163        D    -0.00347662
535        D     0.05104462
1230       D     0.01042058
1593       D     0.00624731
2170       D    -0.04250552
2573       D    -0.03297561
3052       D    -0.05509140
3308       D    -0.01768956
3601       D     0.02816317
4402       D     0.03956274
5053       D    -0.01159351
5754       D     0.02007447
6447       D    -0.06413064
7484       D    -0.02242582
8036       D    -0.01305353
8405       D     0.01425926
9489       D     0.03384373
10164      D     0.01388911
10886      D    -0.05619832
11197      D    -0.00886073
11803      D     0.01524794
12536      D     0.01555804

DAL
      ticker  signal_return
112      DAL     0.04063191
536      DAL     0.09073095
861      DAL    -0.04666695
1213     DAL     0.01881733
1733     DAL     0.03517431
2148     DAL     0.03471415
2377     DAL    -0.00230091
3281     DAL    -0.12418634
3622     DAL    -0.24322450
3985     DAL     0.05797886
4305     DAL    -0.00126984
4721     DAL    -0.06447406
5279     DAL    -0.07761829
5815     DAL    -0.01049686
6516     DAL    -0.02318822
7036     DAL     0.04564177
7576     DAL    -0.15805956
7914     DAL     0.05112935
8527     DAL    -0.07249550
8928     DAL    -0.00084300
9303     DAL     0.00891316
10568    DAL     0.16157804
11114    DAL     0.00605085
11925    DAL     0.02162364
12113    DAL    -0.10674498
12598    DAL     0.04879016

DASYST
       ticker  signal_return
81     DASYST     0.10089928
370    DASYST     0.09454724
725    DASYST     0.11464076
995    DASYST     0.11103059
1304   DASYST     0.12428404
1691   DASYST     0.11734714
1892   DASYST     0.12432644
2128   DASYST     0.12873185
2356   DASYST     0.13228429
2638   DASYST     0.13856276
2905   DASYST     0.14600161
3216   DASYST     0.13076224
3458   DASYST     0.15866867
3832   DASYST     0.15287744
4124   DASYST     0.14832077
4456   DASYST     0.15274454
4744   DASYST     0.15578994
5016   DASYST     0.15618490
5242   DASYST     0.15577642
5435   DASYST     0.16318362
5700   DASYST     0.16565621
5979   DASYST     0.17708343
6315   DASYST     0.18320090
6803   DASYST     0.17754725
6901   DASYST     0.17153627
7177   DASYST     0.16070727
7437   DASYST     0.18241694
7665   DASYST     0.18234026
8031   DASYST     0.17958740
8303   DASYST     0.18508961
8589   DASYST     0.18104475
8908   DASYST     0.19003984
9154   DASYST     0.19131657
9490   DASYST     0.19366161
9833   DASYST     0.19727843
10045  DASYST     0.18143312
10314  DASYST     0.19180199
10638  DASYST     0.20177381
11042  DASYST     0.19856437
11267  DASYST     0.19473170
11504  DASYST     0.19399871
11804  DASYST     0.20328405
12045  DASYST     0.19873540
12348  DASYST     0.20310524
12661  DASYST     0.20041567

DE
      ticker  signal_return
944       DE     0.02985217
1958      DE     0.03175902
2801      DE     0.03170477
3131      DE     0.02893880
3586      DE    -0.05519145
4014      DE     0.02208540
4472      DE    -0.02126934
4950      DE    -0.03768227
5605      DE     0.00378850
6008      DE    -0.05531806
6617      DE     0.05085737
6885      DE    -0.05439958
8235      DE    -0.00024564
9217      DE    -0.04877516
10006     DE    -0.06151972
10838     DE     0.14259023
11289     DE     0.01509994
11578     DE     0.01560037
12258     DE     0.07637168
12575     DE     0.00875776

DFS
      ticker  signal_return
113      DFS     0.01814585
426      DFS    -0.03409614
1022     DFS    -0.01928486
1634     DFS     0.01764648
2460     DFS     0.04925980
2841     DFS    -0.04282792
3407     DFS    -0.04087999
4028     DFS    -0.01664542
4647     DFS    -0.00074825
5606     DFS    -0.01671162
6111     DFS     0.03309035
6440     DFS     0.02627999
6923     DFS    -0.11452785
7154     DFS     0.00355461
7727     DFS     0.10118943
8203     DFS    -0.12848980
8629     DFS     0.10716564
9491     DFS    -0.10864834
9902     DFS     0.03786209
10507    DFS    -0.15956644
10839    DFS     0.17819407
11171    DFS    -0.00979791
12114    DFS     0.06707790
12487    DFS    -0.03145124

DG
      ticker  signal_return
164       DG    -0.00954123
537       DG    -0.01134932
1231      DG    -0.10400061
2055      DG    -0.04063199
2397      DG    -0.14227808
2483      DG     0.00914509
4049      DG     0.04985039
4389      DG    -0.04890986
5132      DG     0.02672885
5436      DG    -0.04062622
5848      DG     0.01545516
6149      DG    -0.01786885
6711      DG     0.04454731
6993      DG    -0.00488058
7339      DG    -0.12708609
7646      DG    -0.00277932
8025      DG     0.01868711
8419      DG    -0.00814172
9155      DG     0.04850151
9492      DG     0.03364843
10046     DG     0.04419591
10349     DG     0.02734688
10926     DG     0.02001260
12009     DG    -0.02981541
12679     DG    -0.09871795

DGX
      ticker  signal_return
264      DGX    -0.04779178
680      DGX    -0.06000668
960      DGX     0.01871491
1494     DGX    -0.02283823
1875     DGX     0.07757883
2461     DGX    -0.03114182
2956     DGX     0.00305295
3269     DGX    -0.02791327
3623     DGX    -0.07285857
4264     DGX     0.04750782
4671     DGX     0.02841381
5138     DGX     0.03605356
5692     DGX    -0.09660499
6712     DGX     0.01798879
6902     DGX    -0.01268556
7638     DGX    -0.08751112
8104     DGX    -0.11511137
8590     DGX     0.06289528
9001     DGX     0.02094453
9264     DGX     0.03452211
9634     DGX     0.04109923
10639    DGX    -0.09138939
10971    DGX     0.07325003
11335    DGX     0.00534646
11663    DGX     0.03431381
12171    DGX     0.01545242
12680    DGX     0.00744578

DHI
      ticker  signal_return
1065     DHI     0.06535816
1426     DHI     0.07901488
2398     DHI     0.00000000
2726     DHI    -0.18503440
2998     DHI    -0.04257421
3658     DHI    -0.15343037
3812     DHI     0.09044990
4107     DHI    -0.01335073
4560     DHI     0.02377600
4867     DHI    -0.03441444
5263     DHI    -0.05919758
5501     DHI    -0.03042139
6365     DHI     0.03060934
7464     DHI    -0.01802401
7839     DHI     0.14836565
8591     DHI     0.02221241
9614     DHI    -0.01292326
10451    DHI     0.02913659
10814    DHI    -0.03918941
11410    DHI     0.01504447
11784    DHI     0.03134860
12127    DHI    -0.01792002

DHR
      ticker  signal_return
19       DHR    -0.03144987
427      DHR     0.02903100
877      DHR     0.02068156
1214     DHR    -0.03093300
1495     DHR    -0.05117614
2370     DHR     0.03339734
3430     DHR    -0.06607942
3624     DHR    -0.11035011
3950     DHR     0.03266945
4265     DHR     0.01134915
4979     DHR    -0.00606305
5437     DHR    -0.03896673
6349     DHR    -0.04776220
6924     DHR    -0.11590814
7128     DHR     0.03111339
7728     DHR     0.04887278
8493     DHR     0.00775854
8854     DHR     0.02041729
9130     DHR    -0.00772559
9573     DHR     0.06164948
10239    DHR    -0.00591637
10527    DHR    -0.04182334
11336    DHR     0.02919473
11714    DHR     0.01789208
12189    DHR    -0.00537111

DIS
      ticker  signal_return
538      DIS     0.00173762
837      DIS     0.05521476
1103     DIS    -0.01541956
1577     DIS     0.05048191
2378     DIS    -0.00674376
2727     DIS     0.00852147
3140     DIS     0.01189155
3717     DIS    -0.06761744
3951     DIS     0.01434184
4250     DIS     0.02012965
4824     DIS     0.03635707
5133     DIS    -0.00205492
5419     DIS     0.01267167
6062     DIS     0.04167979
6390     DIS    -0.17298614
6576     DIS    -0.02780422
7129     DIS     0.04708578
7413     DIS    -0.11269541
7697     DIS     0.10064581
8192     DIS    -0.08817371
8768     DIS    -0.01109801
9418     DIS    -0.02448509
10165    DIS    -0.00075713
10508    DIS    -0.04127843
10927    DIS     0.07078748
11290    DIS     0.02907795
11926    DIS     0.00674419
12287    DIS    -0.07052050
12471    DIS     0.01718705

DISCA
      ticker  signal_return
646    DISCA    -0.01806659
1140   DISCA    -0.14346656
1248   DISCA    -0.01619912
2067   DISCA     0.05699814
2321   DISCA    -0.08172140
2842   DISCA    -0.67041355
3101   DISCA    -0.05841855
3350   DISCA     0.12041841
3659   DISCA     0.07242047
4050   DISCA    -0.05799166
4603   DISCA     0.01990196
5791   DISCA    -0.04027788
6192   DISCA    -0.20041530
6421   DISCA     0.07626852
7155   DISCA     0.03303901
7778   DISCA    -0.06569072
8429   DISCA    -0.00316957
9085   DISCA     0.01973366
9419   DISCA    -0.04006946
10937  DISCA     0.01470615
12385  DISCA     0.00149477

DISCK
      ticker  signal_return
573    DISCK     0.00177305
1146   DISCK    -0.12535396
1249   DISCK    -0.01110682
2078   DISCK     0.06683552
2843   DISCK    -0.00243962
3188   DISCK    -0.08240527
3494   DISCK     0.08502759
4053   DISCK    -0.05623723
4604   DISCK     0.02605358
5565   DISCK    -0.09224183
6193   DISCK    -0.18170975
6422   DISCK     0.04673390
7268   DISCK    -0.00968196
7779   DISCK    -0.08923615
8528   DISCK    -0.00680884
9013   DISCK    -0.05707580
9086   DISCK     0.01404236
9420   DISCK    -0.05782438
10371  DISCK    -0.06662714
10938  DISCK     0.01849554
12386  DISCK     0.00497609

DISH
      ticker  signal_return
711     DISH     0.06553108
1051    DISH    -0.03147717
1788    DISH     0.05766350
2698    DISH    -0.01167390
3718    DISH    -0.06589015
4096    DISH     0.02718783
5458    DISH    -0.02196938
5773    DISH    -0.07754303
6316    DISH     0.09791400
7269    DISH    -0.04430508
7557    DISH     0.10075997
7962    DISH     0.12322936
8889    DISH    -0.10501376
9196    DISH    -0.02413390
10320   DISH     0.07801674
11153   DISH     0.02813380
11337   DISH    -0.01333787
12128   DISH    -0.04522799
12314   DISH    -0.01706791
12713   DISH    -0.05154820

DLR
      ticker  signal_return
610      DLR    -0.22164253
639      DLR     0.04025440
908      DLR    -0.13892894
1269     DLR     0.03285282
1635     DLR    -0.02357468
2285     DLR     0.00258866
2728     DLR     0.09549544
3132     DLR     0.01416540
3875     DLR     0.02302661
4180     DLR    -0.03185470
4622     DLR    -0.00423311
5866     DLR     0.02741115
6713     DLR    -0.03039710
6989     DLR     0.09364805
7613     DLR    -0.02930215
8090     DLR     0.01765834
8406     DLR     0.07971543
8695     DLR     0.02410537
9040     DLR     0.07770800
9355     DLR     0.00832979
10039    DLR    -0.00139329
10410    DLR     0.02926929
11273    DLR     0.07825110
12082    DLR     0.05027180
12464    DLR     0.00284177

DLTR
      ticker  signal_return
114     DLTR     0.05231318
914     DLTR    -0.02996546
1305    DLTR     0.05051294
2364    DLTR    -0.07176237
2484    DLTR     0.00620100
3813    DLTR     0.06429120
4125    DLTR     0.04206610
4473    DLTR     0.02828585
4815    DLTR     0.05809896
5134    DLTR     0.02418291
6150    DLTR    -0.04994172
6714    DLTR     0.06342667
6994    DLTR    -0.06553167
7438    DLTR     0.03809985
8077    DLTR     0.00060972
8204    DLTR    -0.08594403
8620    DLTR    -0.01367481
9156    DLTR     0.03905966
9563    DLTR     0.01784450
9929    DLTR    -0.18142510
10047   DLTR     0.06536537
10350   DLTR     0.03834209
10758   DLTR    -0.16959522
11020   DLTR    -0.05350356
11505   DLTR    -0.07177091
12315   DLTR    -0.05349265

DOV
      ticker  signal_return
115      DOV     0.00929622
726      DOV    -0.03172823
1066     DOV     0.01396715
1496     DOV    -0.13986419
1793     DOV     0.05024624
2295     DOV     0.02496067
2620     DOV    -0.01321260
3080     DOV    -0.04788877
3478     DOV     0.07210216
4359     DOV    -0.01942092
5420     DOV     0.04186474
6020     DOV     0.08699841
6391     DOV     0.00601239
7465     DOV    -0.07629430
7780     DOV    -0.02705610
8372     DOV    -0.00412241
8793     DOV    -0.01991150
9233     DOV    -0.03944997
9911     DOV    -0.01529066
10459    DOV    -0.00029985
11085    DOV    -0.00797558
11338    DOV    -0.00392381
12530    DOV     0.00423606

DPS
      ticker  signal_return
269      DPS    -0.08687699
561      DPS     0.04046917
819      DPS    -0.00736900
1332     DPS     0.02604262
1699     DPS     0.02845048
1933     DPS     0.00802168
2190     DPS     0.02478066
2399     DPS     0.01994354
2944     DPS     0.00262037
3261     DPS     0.03116493
3844     DPS     0.06938115
4161     DPS     0.01615669
4561     DPS     0.04981646
5502     DPS    -0.02724676
5792     DPS    -0.02376548
6151     DPS     0.04323512
7010     DPS     0.04787838
7466     DPS     0.03757427
8078     DPS    -0.02996399
8855     DPS    -0.06474100
8989     DPS    -0.01750192
9493     DPS     0.01388336
9851     DPS    -0.05455234
10166    DPS     0.02650581
10887    DPS    -0.08218435
11291    DPS     0.00317165
11579    DPS     0.01904412
11936    DPS     0.01189198
12138    DPS    -0.08337721
12349    DPS    -0.01864119

DRE
      ticker  signal_return
428      DRE    -0.03197460
961      DRE    -0.04215444
1594     DRE     0.03658296
2027     DRE     0.02423662
2383     DRE     0.01741128
3133     DRE    -0.00438838
3378     DRE     0.00858866
3952     DRE     0.02663475
4390     DRE     0.09927076
4722     DRE    -0.02785855
5545     DRE     0.01454798
5793     DRE    -0.00262123
6715     DRE    -0.02972389
7011     DRE     0.02308905
7467     DRE     0.01663141
7998     DRE    -0.07864800
8315     DRE     0.05042315
8990     DRE     0.05138199
9265     DRE     0.07431203
9635     DRE     0.04195399
10411    DRE     0.03004178
10759    DRE    -0.04224074
11292    DRE    -0.09553063
12062    DRE     0.04265352
12488    DRE     0.01980951

DRI
      ticker  signal_return
306      DRI     0.06803754
775      DRI    -0.02287651
1088     DRI    -0.05125536
1497     DRI    -0.02710193
1984     DRI    -0.03736528
2650     DRI     0.06571349
3379     DRI    -0.04803189
3892     DRI     0.05533088
4204     DRI     0.03211602
4540     DRI     0.01303972
5017     DRI     0.09311841
6261     DRI    -0.03159734
7046     DRI     0.02533339
7614     DRI    -0.03842198
8328     DRI     0.02473786
9283     DRI    -0.08774915
9603     DRI     0.01122441
10717    DRI     0.11766298
11086    DRI    -0.04134991
12038    DRI     0.04737053
12366    DRI     0.02401253
12681    DRI     0.01836730

DTE
      ticker  signal_return
594      DTE    -0.00838761
1595     DTE     0.02951665
1944     DTE     0.07220584
2261     DTE    -0.03567682
3067     DTE    -0.07517719
3270     DTE    -0.02080841
3602     DTE     0.06200687
4403     DTE     0.05241573
4700     DTE    -0.08578160
5054     DTE    -0.01235565
5755     DTE     0.00964640
6376     DTE    -0.02046653
7130     DTE    -0.04753609
8037     DTE     0.01241511
8412     DTE     0.01763467
9218     DTE     0.07491516
9604     DTE    -0.01977466
10055    DTE    -0.05101407
11172    DTE     0.00829097
11744    DTE     0.02327268
12078    DTE     0.01022583
12465    DTE     0.03213501

DUK
      ticker  signal_return
539      DUK     0.01136018
1289     DUK    -0.07303285
1636     DUK    -0.01027238
2079     DUK    -0.01049299
3271     DUK     0.00269942
3547     DUK     0.06391582
3924     DUK    -0.00712884
4457     DUK     0.05830727
4980     DUK     0.02625971
5794     DUK    -0.00000000
6481     DUK    -0.10925020
6808     DUK    -0.04100156
7373     DUK    -0.06184806
7978     DUK     0.04198913
8494     DUK     0.00012501
9284     DUK     0.05680968
10167    DUK     0.01786224
10475    DUK    -0.04809361
10888    DUK    -0.02023538
11527    DUK     0.05333134
12512    DUK     0.04566789

DVA
      ticker  signal_return
862      DVA     0.02724527
1164     DVA     0.00231285
2425     DVA     0.01546746
3814     DVA    -0.00358257
5081     DVA     0.04828090
5382     DVA     0.00096200
5980     DVA     0.00074850
6317     DVA     0.05706092
6925     DVA    -0.07428922
7539     DVA     0.03295720
7915     DVA     0.05533657
8386     DVA     0.02917684
8673     DVA    -0.01746001
8979     DVA     0.01725759
9636     DVA    -0.01432005
9920     DVA     0.11693635
10476    DVA     0.06634661
11715    DVA    -0.04270478
12399    DVA    -0.01807598

DVN
      ticker  signal_return
165      DVN     0.04366649
473      DVN    -0.04414978
1498     DVN    -0.11097996
1675     DVN     0.01265885
1947     DVN     0.06601941
2262     DVN     0.02340316
2574     DVN     0.02174561
3327     DVN     0.09076917
3587     DVN     0.12706192
4360     DVN    -0.10519072
4917     DVN    -0.11931877
5330     DVN    -0.01504919
5932     DVN     0.16241281
6262     DVN     0.13548872
6577     DVN     0.06724726
7523     DVN     0.21928884
7879     DVN     0.17412388
8696     DVN     0.01856053
9252     DVN    -0.04533605
9681     DVN    -0.00275310
9937     DVN     0.04843276
10732    DVN    -0.24865768
11062    DVN    -0.04925434
11762    DVN     0.09688770
12400    DVN     0.10993801

EA
      ticker  signal_return
290       EA    -0.06006238
800       EA     0.01992270
1467      EA     0.06204963
1770      EA     0.02265025
2263      EA     0.02415365
2566      EA    -0.00505477
2882      EA    -0.06013621
3021      EA    -0.09909090
3748      EA    -0.22853604
3913      EA     0.11563904
4266      EA     0.01895383
4723      EA     0.15559673
5264      EA    -0.00607187
5561      EA     0.02751873
5887      EA     0.12369330
6225      EA    -0.01468139
7131      EA    -0.04752989
7729      EA     0.08091987
8105      EA    -0.13607320
9023      EA     0.03836600
9637      EA     0.01998802
9986      EA     0.02331222
10321     EA    -0.02688398
10703     EA     0.00910362
11506     EA     0.04514166
11871     EA     0.01103739
12190     EA     0.15765614
12576     EA     0.00275641

EBAY
      ticker  signal_return
863     EBAY    -0.11778304
1089    EBAY    -0.00653123
1719    EBAY     0.00425382
2208    EBAY     0.03315004
2518    EBAY    -0.02070962
2927    EBAY     0.01395459
3217    EBAY    -0.06447888
3784    EBAY    -0.12711465
4351    EBAY    -0.02830925
4981    EBAY    -0.00155239
5726    EBAY    -0.00531069
6152    EBAY     0.13782216
7270    EBAY     0.00241922
7781    EBAY     0.10194953
9421    EBAY    -0.28248050
9682    EBAY     0.21346696
10101   EBAY     0.00434379
10569   EBAY     0.00518225
11312   EBAY     0.03107416
11590   EBAY    -0.00210748
12191   EBAY    -0.05000284
12472   EBAY    -0.00894538

ECL
      ticker  signal_return
20       ECL     0.01819622
334      ECL     0.06333804
1388     ECL    -0.03014008
1747     ECL    -0.00172782
2519     ECL     0.00199562
3155     ECL     0.02629617
3408     ECL    -0.10232763
3749     ECL    -0.05288578
4365     ECL     0.00688437
4892     ECL     0.03572999
5331     ECL    -0.02605870
5902     ECL    -0.03861349
6294     ECL    -0.00337238
6716     ECL    -0.05397578
6995     ECL    -0.00661692
7730     ECL    -0.01012713
8560     ECL     0.04431805
8991     ECL     0.02597330
9253     ECL    -0.02228404
9873     ECL     0.00948182
10583    ECL     0.01304026
11198    ECL    -0.02665731
11453    ECL     0.00220184
11763    ECL    -0.01045012
12210    ECL     0.00407652
12599    ECL     0.01305826

ED
      ticker  signal_return
21        ED    -0.01497817
1165      ED    -0.00830493
1676      ED    -0.01568231
2080      ED    -0.02310272
3189      ED    -0.00629373
3603      ED     0.09520189
4404      ED     0.06538662
4701      ED    -0.07348003
5055      ED     0.01680163
5874      ED    -0.05459147
6263      ED     0.08209194
7132      ED    -0.05981092
7489      ED    -0.06247027
7951      ED     0.05425401
8453      ED     0.01810308
9285      ED     0.04895191
10168     ED     0.01269158
10477     ED    -0.04994575
10889     ED    -0.02014107
11591     ED     0.00764167
11937     ED     0.01203446
12139     ED     0.00926190
12513     ED     0.05985886

EFX
      ticker  signal_return
595      EFX     0.04148145
864      EFX     0.01562874
1119     EFX    -0.00231582
1637     EFX    -0.00757749
1860     EFX    -0.09607960
2016     EFX    -0.05893042
2520     EFX     0.01340262
2844     EFX     0.03860664
3190     EFX    -0.00284922
3588     EFX    -0.03900893
4162     EFX     0.02884756
4562     EFX     0.02578105
4893     EFX    -0.00866068
5421     EFX     0.01953638
6423     EFX    -0.05632708
6717     EFX    -0.04072394
7037     EFX    -0.00825863
7385     EFX     0.02623357
7840     EFX     0.08509260
8495     EFX     0.04282161
8909     EFX     0.05428522
9165     EFX    -0.06257144
9574     EFX     0.03113032
10478    EFX     0.01235742
10890    EFX    -0.01067968
11592    EFX     0.08594495
11938    EFX     0.00088725
12211    EFX    -0.01403075

EIX
      ticker  signal_return
540      EIX    -0.01212136
1596     EIX     0.04469797
1904     EIX     0.05157439
2639     EIX    -0.00655707
3191     EIX    -0.00600912
3750     EIX     0.05545686
4205     EIX     0.07758289
5082     EIX    -0.05321195
5383     EIX    -0.00132144
5795     EIX    -0.00600951
6517     EIX    -0.04268638
6963     EIX    -0.02960796
8038     EIX     0.08855340
8413     EIX     0.01306533
8962     EIX    -0.01383914
9286     EIX     0.06571866
10056    EIX    -0.04951842
10383    EIX    -0.03666398
10891    EIX    -0.01744440
11593    EIX     0.04148995
12020    EIX     0.00961921
12662    EIX    -0.03667645

EL
      ticker  signal_return
22        EL    -0.01328923
626       EL     0.03322834
1389      EL     0.01302235
2081      EL     0.03987239
2400      EL    -0.02528094
3022      EL    -0.04523272
3660      EL     0.00096399
4405      EL    -0.01663268
4777      EL    -0.15886163
4836      EL     0.05062310
5212      EL    -0.01192282
5546      EL     0.00797945
6424      EL    -0.14182521
6518      EL     0.06444839
7242      EL    -0.01905237
7577      EL    -0.08057500
8106      EL     0.01024084
8448      EL     0.00954611
8794      EL    -0.05218944
9069      EL    -0.01655704
9494      EL    -0.06447404
9987      EL    -0.07748270
10570     EL     0.09971151
11087     EL    -0.00761159
11411     EL     0.04134173
11908     EL    -0.01918496
12288     EL     0.05774663
12714     EL    -0.00156161

EMN
      ticker  signal_return
541      EMN    -0.07389367
915      EMN    -0.07700451
1613     EMN     0.03780733
2118     EMN    -0.05094874
2445     EMN    -0.01728380
2983     EMN     0.00036808
3625     EMN    -0.08079082
4097     EMN    -0.15404136
4623     EMN    -0.05937723
5527     EMN    -0.02664079
5950     EMN    -0.08098647
6280     EMN     0.00849004
6718     EMN    -0.01363481
6926     EMN    -0.12432644
7782     EMN     0.06955572
8373     EMN     0.04623777
8795     EMN    -0.01961751
9422     EMN    -0.05267372
9874     EMN    -0.06256762
10704    EMN     0.02902326
11123    EMN     0.01436762
11339    EMN    -0.00748972
11647    EMN    -0.01782186

EMR
      ticker  signal_return
116      EMR     0.01644546
596      EMR     0.01794859
1052     EMR     0.01287913
1390     EMR     0.00792617
2129     EMR    -0.02112315
3023     EMR    -0.01633486
3626     EMR    -0.08063564
4138     EMR    -0.04665797
4770     EMR    -0.02541545
5139     EMR    -0.05526657
5537     EMR     0.02128289
5996     EMR     0.11083092
6318     EMR     0.07521328
6872     EMR    -0.05826459
7271     EMR    -0.00492484
7841     EMR    -0.06496360
8256     EMR     0.10963303
8561     EMR    -0.00452940
8895     EMR    -0.08321476
9495     EMR    -0.13205763
9724     EMR    -0.02785550
10499    EMR    -0.07091624
10892    EMR     0.03073361
11378    EMR     0.08122026

EOG
      ticker  signal_return
23       EOG     0.02580827
335      EOG    -0.04485903
898      EOG    -0.01414195
1565     EOG     0.06869065
1948     EOG    -0.00403915
2401     EOG     0.07883769
3141     EOG     0.02543377
3528     EOG     0.07708494
5332     EOG    -0.06712796
5774     EOG     0.01976372
6175     EOG     0.04069688
6719     EOG    -0.08254961
6990     EOG     0.06747715
7593     EOG     0.18140781
8387     EOG    -0.06755530
8723     EOG     0.03213433
9903     EOG    -0.01396125
10125    EOG     0.00326368
10412    EOG    -0.06666851
11063    EOG    -0.01216894
11881    EOG    -0.02858674
12401    EOG    -0.01211592

EQIX
      ticker  signal_return
640     EQIX     0.00966550
1187    EQIX     0.00787580
1578    EQIX    -0.00036862
2017    EQIX    -0.06128221
2384    EQIX     0.05540754
2729    EQIX     0.01513128
3218    EQIX    -0.02766240
3504    EQIX     0.04223505
4051    EQIX     0.03422732
4352    EQIX    -0.06847017
5213    EQIX     0.00384278
5422    EQIX     0.08272289
5711    EQIX    -0.05285196
6295    EQIX    -0.01735615
6824    EQIX    -0.03106004
7070    EQIX     0.01652358
7673    EQIX    -0.01573066
8135    EQIX    -0.11135130
8430    EQIX     0.01866127
8963    EQIX     0.09824663
9234    EQIX     0.04461775
10224   EQIX     0.01158233
10760   EQIX     0.01870732
11321   EQIX     0.01976637
12046   EQIX     0.04209631
12332   EQIX     0.05937068

EQR
      ticker  signal_return
807      EQR    -0.02727088
1333     EQR     0.07212407
1771     EQR    -0.00554211
1985     EQR     0.00622845
2241     EQR     0.02292970
2485     EQR     0.00819819
2807     EQR     0.01284748
3171     EQR    -0.06622682
3360     EQR    -0.04678444
3815     EQR     0.03878764
4181     EQR     0.04202557
4541     EQR     0.06020425
5214     EQR    -0.08233948
5503     EQR    -0.00620869
5756     EQR    -0.00395193
6519     EQR    -0.07650197
7674     EQR    -0.07838697
8136     EQR    -0.09267588
8465     EQR    -0.04902285
9185     EQR    -0.03200289
10169    EQR    -0.02064441
11217    EQR     0.00091745
12094    EQR     0.01906000
12715    EQR    -0.00594228

EQT
      ticker  signal_return
166      EQT    -0.01628362
669      EQT    -0.03609276
1349     EQT     0.08139111
1847     EQT    -0.00887335
2130     EQT    -0.01941737
2808     EQT     0.06843225
3459     EQT     0.09989434
4015     EQT    -0.13494755
4495     EQT     0.00966959
5280     EQT     0.06153496
5588     EQT    -0.06912561
5903     EQT     0.09272117
6226     EQT    -0.07442057
6720     EQT    -0.02684632
6903     EQT     0.00817502
7350     EQT     0.21590772
7558     EQT    -0.06229969
8466     EQT     0.03536834
8910     EQT    -0.01249432
9254     EQT     0.02817826
9921     EQT    -0.05098458
10518    EQT     0.02596697
11173    EQT    -0.16496305
11351    EQT    -0.00609562
11764    EQT     0.04504344
12402    EQT     0.02577291

ES
      ticker  signal_return
5547      ES     0.00273769
5796      ES     0.00817209
6377      ES    -0.02918277
7055      ES    -0.03135667
7979      ES     0.01790305
8280      ES     0.03794678
8592      ES    -0.05568213
9113      ES    -0.05972246
9496      ES    -0.00479043
9971      ES     0.03242933
10384     ES    -0.02755822
11225     ES     0.00000000
11594     ES     0.02369708
11939     ES     0.01260415
12555     ES     0.03322045

ESRX
      ticker  signal_return
167     ESRX    -0.01655798
865     ESRX     0.04230948
1120    ESRX     0.04489184
1597    ESRX     0.03779425
2042    ESRX     0.05940924
2845    ESRX    -0.08639194
3142    ESRX     0.01248694
3953    ESRX     0.08517640
4326    ESRX    -0.00365933
4563    ESRX    -0.05433729
5008    ESRX    -0.01639286
5685    ESRX    -0.00366525
6244    ESRX    -0.03874127
6618    ESRX     0.01425033
7304    ESRX    -0.03133624
7916    ESRX     0.18289896
8836    ESRX    -0.00906102
9266    ESRX    -0.00404146
9638    ESRX    -0.01996178
10048   ESRX     0.00559129
10705   ESRX    -0.16478246
10840   ESRX    -0.05539793
11507   ESRX    -0.05972781
11960   ESRX    -0.02498226
12259   ESRX    -0.00233023

ESS
      ticker  signal_return
429      ESS    -0.00461578
974      ESS    -0.04265394
1542     ESS     0.06754901
1977     ESS    -0.00426194
2222     ESS     0.03526304
2462     ESS     0.02577653
2802     ESS     0.00165232
3309     ESS    -0.07575767
3361     ESS    -0.00153545
3876     ESS     0.02769812
4406     ESS     0.08845460
5148     ESS    -0.04448522
5757     ESS    -0.00642430
6520     ESS    -0.07058274
6816     ESS    -0.10445765
7056     ESS    -0.05406963
7578     ESS    -0.03675547
8039     ESS     0.00380265
9014     ESS    -0.12105487
9219     ESS    -0.07691609
10413    ESS    -0.00984265
11218    ESS     0.01096374
12010    ESS     0.00209404
12260    ESS     0.05520134
12682    ESS     0.01321874

ETFC
      ticker  signal_return
141     ETFC    -0.03492788
686     ETFC     0.02502216
953     ETFC     0.11367258
1290    ETFC     0.02792178
1677    ETFC     0.08096413
1876    ETFC    -0.16871371
3362    ETFC    -0.16858744
3627    ETFC    -0.11450327
4306    ETFC    -0.05469609
4825    ETFC     0.06392074
5083    ETFC     0.00769028
5472    ETFC     0.02168107
5741    ETFC    -0.01918048
6319    ETFC     0.12604072
7199    ETFC     0.04912080
7783    ETFC     0.17071201
8137    ETFC    -0.14035736
8879    ETFC     0.02082226
9131    ETFC    -0.08025594
9423    ETFC    -0.07821032
10219   ETFC     0.07811778
10841   ETFC     0.16631047
11307   ETFC    -0.05429425

ETN
      ticker  signal_return
207      ETN    -0.05011185
597      ETN     0.02474060
1006     ETN     0.04120858
1334     ETN    -0.07399904
1543     ETN    -0.08043481
2621     ETN     0.02144231
2965     ETN    -0.01275236
3460     ETN     0.06295175
4172     ETN    -0.00245010
4894     ETN    -0.06458865
5548     ETN     0.02023912
6021     ETN     0.08477274
6548     ETN     0.06334571
7414     ETN    -0.12722581
7615     ETN     0.04586922
8257     ETN     0.10876827
9424     ETN    -0.08960724
9683     ETN     0.03780351
9930     ETN    -0.00948874
10733    ETN    -0.10090789
10893    ETN     0.01200911
11188    ETN    -0.02024361
11454    ETN     0.01311952
11820    ETN     0.01779843
12071    ETN     0.02700909

ETR
      ticker  signal_return
542      ETR    -0.05211924
878      ETR    -0.00595001
1614     ETR     0.01343980
1905     ETR     0.07369682
2264     ETR     0.05612267
2622     ETR    -0.04986970
3024     ETR    -0.05849247
3604     ETR     0.04997366
4098     ETR     0.03995392
4407     ETR     0.00000000
4918     ETR     0.04023235
5797     ETR    -0.00484128
6406     ETR     0.07194674
6817     ETR    -0.08471990
8040     ETR     0.02852928
8414     ETR     0.02545401
9575     ETR     0.00049158
10300    ETR    -0.09248779
10372    ETR     0.02783906
10780    ETR     0.00848695
11695    ETR     0.02218578
12600    ETR     0.01440892

EVHC
      ticker  signal_return
891     EVHC     0.14554231
1147    EVHC    -0.08088766
2550    EVHC    -0.01205678
3751    EVHC     0.04063204
4564    EVHC    -0.06439516
5029    EVHC     0.00845448
5333    EVHC    -0.09025524
6378    EVHC    -0.06620658
6927    EVHC     0.29910235
7917    EVHC     0.13445348
9197    EVHC     0.00513734
9912    EVHC     0.02033049
10673   EVHC    -0.13120911
11105   EVHC    -1.19577969
11984   EVHC     0.07749589
12172   EVHC    -0.00899125

EW
      ticker  signal_return
316       EW    -0.14777470
641       EW     0.01504702
1250      EW    -0.02638520
2068      EW     0.06117639
2704      EW    -0.03427055
2999      EW     0.04874915
3341      EW     0.05967021
3863      EW     0.05612061
4182      EW     0.00571298
4587      EW    -0.03934786
5149      EW    -0.04043243
5459      EW    -0.00422509
6091      EW     0.01273388
7224      EW     0.03654944
7918      EW    -0.05500249
8095      EW     0.04399399
8661      EW     0.01679760
9425      EW    -0.10356799
9815      EW     0.07817379
10293     EW    -0.01275194
10640     EW     0.08165320
11064     EW    -0.12317316
11327     EW    -0.08754337
12289     EW     0.04376733
12683     EW    -0.00127872

EXC
      ticker  signal_return
270      EXC     0.02183417
866      EXC    -0.00220103
1170     EXC    -0.08459800
1555     EXC     0.02178294
1848     EXC     0.12896748
2082     EXC    -0.02503295
2411     EXC    -0.01477051
2819     EXC     0.02400115
3447     EXC    -0.00087222
3925     EXC    -0.00595583
4436     EXC     0.01005299
4857     EXC     0.06158151
5997     EXC     0.03559321
6320     EXC    -0.07299695
6809     EXC     0.00871611
7457     EXC    -0.02316426
8053     EXC     0.07282185
8354     EXC     0.07510074
9576     EXC     0.02498772
10170    EXC     0.03721076
10894    EXC    -0.14497609
11154    EXC     0.03080710
11765    EXC    -0.02892425
12333    EXC    -0.04351468
12663    EXC    -0.00331035

EXPD
      ticker  signal_return
24      EXPD    -0.05348377
574     EXPD    -0.05573648
1421    EXPD     0.06035351
2275    EXPD     0.06473573
2984    EXPD     0.04760012
3548    EXPD    -0.05459684
3986    EXPD     0.03657788
5018    EXPD     0.02973623
6112    EXPD    -0.08824824
6496    EXPD    -0.01101827
7038    EXPD    -0.02720571
7616    EXPD     0.04362767
8431    EXPD    -0.00312598
8911    EXPD    -0.02983491
9875    EXPD    -0.00097532
10535   EXPD    -0.04684188
11021   EXPD     0.03668352
11696   EXPD    -0.00443460
12367   EXPD     0.00440988

EXPE
      ticker  signal_return
647     EXPE     0.07955164
996     EXPE     0.05234011
1566    EXPE     0.01242808
2604    EXPE     0.02242132
3053    EXPE     0.01895379
3282    EXPE    -0.00761757
3719    EXPE    -0.11915025
4099    EXPE    -0.01723492
4846    EXPE    -0.15285389
5009    EXPE     0.00882921
5281    EXPE     0.03716559
5568    EXPE     0.02118775
6379    EXPE    -0.03923204
7225    EXPE    -0.09979677
7784    EXPE     0.20488944
8138    EXPE    -0.13824549
9426    EXPE    -0.14475697
9754    EXPE    -0.01521890
10268   EXPE    -0.13764561
10519   EXPE     0.00330579
11251   EXPE    -0.04369441
11917   EXPE     0.00867837
12212   EXPE     0.06052814
12601   EXPE     0.05928996

EXR
      ticker  signal_return
168      EXR     0.03855232
430      EXR    -0.12146704
801      EXR    -0.03226202
1447     EXR     0.07944886
1772     EXR     0.00486357
2100     EXR     0.02870632
2486     EXR    -0.00947643
3204     EXR    -0.04976166
3363     EXR    -0.05169755
3752     EXR     0.05780326
4183     EXR     0.00895136
4524     EXR     0.07990522
5215     EXR    -0.04430731
5607     EXR    -0.04017746
6366     EXR     0.01377263
7086     EXR    -0.00213958
7415     EXR     0.07842501
7675     EXR    -0.00980182
8139     EXR    -0.06216865
8593     EXR    -0.06406541
9713     EXR    -0.11937362
9886     EXR     0.03056473
10220    EXR     0.02783626
10674    EXR     0.00725104
11275    EXR    -0.06955714
12129    EXR    -0.09350899
12387    EXR    -0.03957448

F
      ticker  signal_return
1023       F    -0.05410085
1468       F    -0.01591546
2402       F     0.03912769
2705       F     0.02061929
3334       F     0.16503350
4868       F    -0.02135760
5549       F     0.02147821
5775       F     0.01203223
6113       F    -0.03929810
6619       F    -0.03265017
7057       F    -0.07072978
7731       F     0.09522489
8929       F    -0.04574300
9427       F    -0.09951278
9755       F    -0.09265722
10745      F    -0.08649955
11124      F    -0.02323885
11985      F     0.03290112
12368      F    -0.01814932

FAST
      ticker  signal_return
169     FAST    -0.04258527
658     FAST    -0.09219305
1067    FAST    -0.04793387
1499    FAST    -0.09275209
1789    FAST     0.03576500
1998    FAST    -0.02998221
2809    FAST     0.03104279
3661    FAST    -0.05172433
4267    FAST     0.02434457
4826    FAST     0.03863349
6166    FAST     0.02617334
6578    FAST     0.05748709
6861    FAST    -0.01194692
7243    FAST     0.01650894
7963    FAST    -0.15588181
8096    FAST     0.05996225
8467    FAST    -0.03541523
9087    FAST     0.00089908
9497    FAST     0.00990834
10171   FAST    -0.04175821
10500   FAST    -0.11751704
10895   FAST     0.08714123
11364   FAST    -0.00546620
11858   FAST    -0.00580834
12101   FAST     0.02168582
12489   FAST    -0.03141620

FB
      ticker  signal_return
25        FB     0.03769099
431       FB    -0.06365785
1007      FB     0.04159457
1448      FB     0.11406515
1790      FB    -0.13199562
2567      FB    -0.01223818
2896      FB     0.07211958
3328      FB    -0.00431021
3845      FB    -0.08388148
4458      FB    -0.04777779
5195      FB    -0.02415650
5963      FB     0.09915102
7087      FB     0.05502351
7785      FB    -0.06091293
8041      FB    -0.01096634
10126     FB    -0.01194183
10584     FB    -0.12098722
10761     FB     0.03908739
11412     FB     0.05086033
11821     FB     0.03735215
12173     FB     0.02648889
12716     FB    -0.01726955

FBHS
      ticker  signal_return
170     FBHS    -0.12239114
892     FBHS     0.01888121
1148    FBHS    -0.05602635
1914    FBHS    -0.00970881
2191    FBHS    -0.03069486
2966    FBHS    -0.16323937
3123    FBHS     0.05600052
4139    FBHS     0.01291196
4982    FBHS    -0.03614930
6281    FBHS     0.07330338
7244    FBHS     0.04944113
7485    FBHS    -0.01608614
7786    FBHS     0.08832977
8529    FBHS     0.07341942
9639    FBHS     0.05713073
10255   FBHS     0.01907562
10550   FBHS    -0.04125983
11785   FBHS     0.03494321
12083   FBHS     0.02601280

FCX
      ticker  signal_return
26       FCX     0.00152184
432      FCX     0.04589123
1391     FCX    -0.01333757
2159     FCX     0.01084578
2670     FCX     0.07976727
3310     FCX     0.08023309
3628     FCX     0.11162410
4206     FCX     0.14353067
4624     FCX    -0.03821454
5460     FCX    -0.11827919
6055     FCX     0.38906652
6407     FCX     0.12220857
6996     FCX    -0.07522633
7374     FCX     0.22642665
7594     FCX     0.43531807
8258     FCX     0.30889310
8796     FCX    -0.04252341
10240    FCX    -0.02519025
10815    FCX     0.24393500
11413    FCX    -0.21480590
11864    FCX    -0.02601524
12403    FCX     0.03396060

FDX
      ticker  signal_return
171      FDX     0.05855290
433      FDX     0.08605237
776      FDX     0.00970017
1068     FDX    -0.00287709
1500     FDX    -0.05742019
2379     FDX     0.05226530
2688     FDX     0.00710716
3389     FDX    -0.00609639
3877     FDX     0.06053205
4207     FDX    -0.01390852
5243     FDX    -0.02783835
5758     FDX    -0.05646044
6114     FDX    -0.02542410
6579     FDX     0.09755223
7305     FDX    -0.06231576
7732     FDX     0.04772162
8496     FDX     0.02787126
8797     FDX    -0.05861722
9366     FDX    -0.01206670
9988     FDX    -0.04850329
10294    FDX    -0.01974971
10795    FDX     0.07133062
11125    FDX    -0.03039753
12717    FDX     0.07005929

FE
      ticker  signal_return
687       FE    -0.17882613
777       FE     0.10859225
1350      FE    -0.04749833
1906      FE     0.01899650
2171      FE    -0.08523091
2446      FE    -0.01488861
3054      FE    -0.10868531
3311      FE    -0.03202859
3753      FE     0.05716051
4327      FE     0.02965707
4672      FE    -0.09367051
4951      FE    -0.00000000
5538      FE    -0.03563590
5867      FE    -0.00000000
6282      FE    -0.07245870
6497      FE    -0.11922126
6786      FE     0.04020480
7306      FE    -0.10337835
7506      FE    -0.03978150
8054      FE     0.02300802
8374      FE     0.03189336
9640      FE    -0.09415999
10385     FE    -0.05654348
11766     FE    -0.03079100
12334     FE     0.02230343

FFIV
      ticker  signal_return
648     FFIV    -0.00885259
1251    FFIV     0.19892034
2192    FFIV    -0.06926643
3192    FFIV     0.04416916
3431    FFIV    -0.15109987
3662    FFIV    -0.16764999
4071    FFIV     0.01065071
4490    FFIV    -0.16726269
4724    FFIV    -0.05122275
5423    FFIV     0.03610500
6337    FFIV    -0.11297595
7217    FFIV     0.06647839
7533    FFIV     0.05755041
7999    FFIV    -0.02034267
8388    FFIV     0.02419196
8912    FFIV     0.02539966
9177    FFIV     0.00099769
9913    FFIV    -0.01776302
10675   FFIV     0.09552530
11489   FFIV    -0.07690841
11961   FFIV    -0.09495170
12316   FFIV    -0.00463528

FIS
      ticker  signal_return
543      FIS     0.05459406
997      FIS     0.02180081
1501     FIS    -0.14596149
1638     FIS    -0.02022555
2521     FIS     0.00718274
2810     FIS    -0.00704038
3219     FIS     0.00315291
3663     FIS    -0.07263332
4059     FIS     0.02119041
4408     FIS    -0.00472889
4827     FIS     0.04190685
5504     FIS    -0.00335490
6367     FIS     0.06525011
7200     FIS    -0.12044835
7272     FIS    -0.00787953
7513     FIS     0.06636813
8140     FIS    -0.05451793
8432     FIS     0.02464208
8798     FIS     0.09657259
9186     FIS    -0.02733190
9641     FIS     0.04122702
10676    FIS    -0.06112468
11032    FIS    -0.03793075
11365    FIS     0.02424437
11676    FIS     0.00485329
12261    FIS    -0.00238778
12602    FIS    -0.00273347

FISV
      ticker  signal_return
172     FISV     0.00735511
434     FISV     0.02809625
778     FISV     0.04298152
1090    FISV    -0.01102129
2209    FISV    -0.00809453
2883    FISV    -0.00238873
3172    FISV     0.02579786
3893    FISV     0.04690515
4208    FISV     0.01181965
4745    FISV     0.06216432
5179    FISV    -0.01501700
5904    FISV     0.06269258
6521    FISV    -0.03857726
7012    FISV     0.04913419
7698    FISV    -0.03879088
8259    FISV     0.02521057
8621    FISV    -0.02861881
9002    FISV     0.02750852
9267    FISV     0.00954462
9661    FISV    -0.05890919
9972    FISV     0.03161528
10677   FISV    -0.10284573
10972   FISV     0.01857755
11243   FISV     0.00457374
11697   FISV     0.04128626
12192   FISV     0.01907369
12603   FISV     0.00224611

FITB
      ticker  signal_return
226     FITB    -0.07647641
688     FITB     0.01142870
1232    FITB    -0.01214968
1791    FITB     0.04331462
2131    FITB     0.02541681
2828    FITB    -0.10459453
3068    FITB    -0.03743886
3720    FITB    -0.04744073
4307    FITB    -0.08606379
4588    FITB    -0.01120310
5404    FITB     0.03580691
5831    FITB    -0.01948108
6620    FITB     0.03206636
7307    FITB     0.01453514
7842    FITB     0.21690793
8205    FITB    -0.22170780
8748    FITB    -0.01020417
9198    FITB    -0.08499240
9498    FITB    -0.14545623
9904    FITB     0.02672203
10241   FITB     0.00630917
10571   FITB     0.19045521
11000   FITB     0.07236564
11822   FITB    -0.13258774
11986   FITB     0.02292808

FL
      ticker  signal_return
627       FL     0.09401434
1024      FL    -0.02442627
1739      FL     0.07124537
1959      FL    -0.00449141
2296      FL     0.02534861
2706      FL    -0.03864148
3193      FL     0.09800094
5084      FL     0.05201730
5648      FL    -0.00426440
5964      FL     0.06841698
6408      FL    -0.01871581
6904      FL    -0.17115783
7156      FL    -0.02192422
8079      FL    -0.08498738
8689      FL    -0.04883570
9051      FL     0.04339230
9335      FL    -0.08318735
9950      FL     0.06689712
10896     FL     0.08647608
11508     FL    -0.11121016
11882     FL    -0.08168354
12514     FL     0.30289058

FLIR
      ticker  signal_return
371     FLIR    -0.01561718
1149    FLIR     0.08498829
1755    FLIR     0.03199581
1960    FLIR    -0.06128456
2333    FLIR    -0.06946701
2869    FLIR    -0.03726202
3479    FLIR     0.07683675
4589    FLIR    -0.08919908
4847    FLIR    -0.06040021
5352    FLIR    -0.05275451
6128    FLIR    -0.02202950
6462    FLIR    -0.09550623
6621    FLIR     0.01542267
7201    FLIR    -0.15339625
7386    FLIR    -0.04097664
7952    FLIR    -0.07983266
8141    FLIR    -0.13827001
8316    FLIR     0.05663614
9065    FLIR    -0.05480356
9499    FLIR    -0.11854692
9642    FLIR     0.00000000
10479   FLIR    -0.07914096
10641   FLIR     0.09749976
11065   FLIR     0.01245346
11648   FLIR    -0.07609525
12262   FLIR    -0.01910972
12645   FLIR    -0.07702459

FLR
      ticker  signal_return
27       FLR     0.03583564
435      FLR     0.04907376
1121     FLR    -0.04161417
1502     FLR    -0.06330011
2342     FLR    -0.05287015
3081     FLR    -0.01569861
3342     FLR     0.07310066
3664     FLR    -0.05281091
4346     FLR     0.00415010
4625     FLR    -0.04259047
5334     FLR    -0.01913618
5798     FLR     0.06862065
6115     FLR     0.06557039
6622     FLR     0.02634577
7245     FLR    -0.00322016
7843     FLR     0.01277453
8389     FLR     0.00558714
8913     FLR    -0.05061099
9500     FLR    -0.14856199
10256    FLR    -0.01591546
10781    FLR    -0.18288454
11022    FLR     0.02934826
11664    FLR    -0.07023128
12021    FLR    -0.00116573
12419    FLR     0.06494542

FLS
      ticker  signal_return
173      FLS     0.00464521
474      FLS     0.10308662
998      FLS     0.05380632
1692     FLS    -0.05351595
2172     FLS    -0.02212209
3505     FLS     0.06603491
4209     FLS    -0.02781451
4778     FLS    -0.16101658
5776     FLS     0.03610784
6116     FLS     0.07410797
6623     FLS     0.08321723
7617     FLS     0.13042185
8375     FLS    -0.03216297
8914     FLS     0.01452609
9235     FLS    -0.14132115
9501     FLS    -0.12242342
10509    FLS    -0.05021695
11088    FLS    -0.03282994
11745    FLS     0.01095034

FMC
      ticker  signal_return
28       FMC     0.00287732
336      FMC     0.01620247
779      FMC    -0.03082992
1134     FMC    -0.05153046
1469     FMC    -0.08453060
1756     FMC    -0.00756105
2803     FMC     0.07444180
3335     FMC     0.14949672
3605     FMC    -0.03139553
4590     FMC     0.03909077
4895     FMC    -0.04843444
5799     FMC     0.10551532
6092     FMC     0.02634932
6489     FMC     0.11092195
6835     FMC     0.01427235
7387     FMC    -0.13649052
7787     FMC    -0.03357498
8837     FMC     0.06424642
9220     FMC    -0.05504601
10762    FMC     0.10431933
11126    FMC     0.00462402
11383    FMC    -0.03509724
12059    FMC     0.05480057
12684    FMC    -0.03486658

FOX
      ticker  signal_return
255      FOX     0.01868122
922      FOX    -0.06978521
1364     FOX    -0.03483569
2297     FOX     0.02046476
2985     FOX    -0.07486590
3292     FOX    -0.06748486
3721     FOX    -0.08066872
4163     FOX     0.07961837
4779     FOX    -0.04369884
5230     FOX    -0.04485851
6425     FOX     0.13702180
7157     FOX     0.00393701
7639     FOX     0.07408009
8142     FOX    -0.13112835
8390     FOX     0.02353876
8674     FOX     0.00746525
9428     FOX    -0.02545793
9989     FOX     0.05422366
10642    FOX     0.06425568
11155    FOX     0.01013109
11414    FOX     0.01201216
12029    FOX    -0.04449540
12388    FOX     0.02935071

FOXA
      ticker  signal_return
256     FOXA     0.02441982
1166    FOXA    -0.11309296
1392    FOXA    -0.05898668
2298    FOXA     0.02497674
2967    FOXA    -0.09121285
3293    FOXA    -0.07084212
4173    FOXA     0.05714322
4702    FOXA    -0.02590743
5566    FOXA    -0.01573882
6426    FOXA     0.16924948
7218    FOXA    -0.02886179
7699    FOXA     0.02243867
8143    FOXA    -0.11538825
8391    FOXA     0.01600034
8697    FOXA     0.01591905
9429    FOXA     0.00334635
9892    FOXA     0.04189721
10172   FOXA    -0.04004469
10643   FOXA     0.07302514
11156   FOXA     0.02856845
11490   FOXA    -0.01266045
12030   FOXA    -0.04127926
12389   FOXA     0.03739413

FRT
      ticker  signal_return
390      FRT    -0.00340201
975      FRT    -0.04528743
1365     FRT     0.03520977
1961     FRT     0.01719785
2223     FRT     0.00992188
2426     FRT     0.00695918
2786     FRT    -0.00965717
3194     FRT    -0.03191371
3364     FRT    -0.01708142
3833     FRT     0.03312385
4459     FRT     0.06830342
4760     FRT    -0.03348658
5216     FRT    -0.06847201
5505     FRT    -0.00596705
6022     FRT    -0.05442122
6194     FRT     0.00007323
6787     FRT    -0.07925744
6976     FRT     0.05429716
7289     FRT    -0.02450216
7668     FRT    -0.00408648
8468     FRT    -0.00381766
9555     FRT     0.02059541
9852     FRT    -0.06449924
10173    FRT     0.05561726
10678    FRT     0.01527500
11853    FRT     0.01763719
12454    FRT    -0.01196670

FTI
      ticker  signal_return
350      FTI    -0.15535623
575      FTI     0.04816404
867      FTI    -0.07991503
1806     FTI     0.02630756
2149     FTI    -0.02934411
2623     FTI     0.01397926
2928     FTI    -0.03968903
3299     FTI     0.08311491
3629     FTI    -0.08566272
4210     FTI    -0.01475351
4542     FTI     0.07691374
5506     FTI    -0.05380271
6077     FTI     0.16870192
6549     FTI    -0.09038016
7540     FTI     0.13570724
7964     FTI     0.03556116
8698     FTI    -0.00464038
9336     FTI    -0.04530065
9866     FTI    -0.14692273
10007    FTI    -0.04686694
10351    FTI     0.09651090
10842    FTI     0.06859502
11293    FTI    -0.10951348
11572    FTI     0.00406695
12317    FTI     0.02752775
12635    FTI     0.07832420

FTV
      ticker  signal_return
10617    FTV    -0.14576840
10897    FTV    -0.00243344
11609    FTV     0.02358417
11940    FTV     0.01331134
12213    FTV     0.01566696

GD
      ticker  signal_return
117       GD     0.00366598
820       GD     0.02461229
1122      GD     0.05832006
1567      GD     0.05798455
2299      GD     0.05067491
2945      GD     0.01794794
3238      GD     0.01238084
3846      GD     0.09792926
5123      GD    -0.03105293
5569      GD    -0.02371540
5858      GD     0.03156321
6195      GD     0.01398063
7700      GD     0.01351077
8915      GD    -0.00446647
9502      GD    -0.08813639
9834      GD     0.03787419
10112     GD     0.00583432
10843     GD     0.06900521
11509     GD     0.02801483
11823     GD    -0.02164518
12263     GD     0.03097863
12577     GD     0.00638024

GE
      ticker  signal_return
475       GE     0.06257966
1053      GE    -0.03843040
1351      GE     0.02532767
2119      GE     0.00413301
2522      GE    -0.00781080
2968      GE    -0.02355776
3665      GE    -0.08450171
4029      GE    -0.02764092
5030      GE    -0.03935967
5313      GE    -0.04117281
6078      GE     0.01686510
6580      GE     0.00657137
6977      GE     0.09184680
7308      GE     0.01492813
7676      GE    -0.10330239
7844      GE     0.00989058
8206      GE    -0.10793864
8497      GE     0.00225843
9088      GE    -0.04884530
9577      GE    -0.01085926
10174     GE     0.02710533
10460     GE    -0.01547220
11023     GE     0.03001331
11595     GE    -0.01574766
12318     GE     0.05622835

GESNER
       ticker  signal_return
82     GESNER     0.09541266
351    GESNER     0.09150263
712    GESNER     0.10506441
976    GESNER     0.10642264
1270   GESNER     0.10616308
1639   GESNER     0.11789932
1861   GESNER     0.12456880
2101   GESNER     0.12075077
2343   GESNER     0.12331002
2605   GESNER     0.13163417
2870   GESNER     0.14241650
3173   GESNER     0.12979561
3409   GESNER     0.15309042
3785   GESNER     0.14732703
4072   GESNER     0.14566719
4378   GESNER     0.15369845
4673   GESNER     0.15367158
4952   GESNER     0.15471864
5196   GESNER     0.15665980
5366   GESNER     0.16987393
5673   GESNER     0.16580828
5933   GESNER     0.16939282
6245   GESNER     0.16021063
6550   GESNER     0.15969684
6844   GESNER     0.18002440
7088   GESNER     0.17364245
7375   GESNER     0.18969303
7595   GESNER     0.17311158
8000   GESNER     0.18354153
8248   GESNER     0.17522833
8562   GESNER     0.17944020
8856   GESNER     0.18052821
9097   GESNER     0.19746159
9356   GESNER     0.18907701
9774   GESNER     0.18807274
10008  GESNER     0.18520965
10277  GESNER     0.18224031
10551  GESNER     0.19697932
10973  GESNER     0.19158359
11226  GESNER     0.19810447
11384  GESNER     0.20505976
11728  GESNER     0.20368395
12011  GESNER     0.20173215
12214  GESNER     0.20512827
12556  GESNER     0.21411868

GGP
      ticker  signal_return
436      GGP    -0.01194757
1393     GGP    -0.13346765
1615     GGP     0.03566908
2102     GGP     0.02692303
2427     GGP    -0.01766979
2929     GGP     0.00615387
3082     GGP    -0.06568017
3312     GGP    -0.06112555
3894     GGP     0.06006066
4184     GGP     0.06731548
4525     GGP     0.04625489
5473     GGP    -0.02408901
5832     GGP    -0.00451978
6788     GGP    -0.02809285
7181     GGP    -0.11864936
8207     GGP    -0.15692076
8449     GGP     0.00343998
9070     GGP    -0.06018224
9643     GGP     0.00865803
10175    GGP     0.07918336
10480    GGP     0.01159739
11883    GGP     0.02577462
12290    GGP    -0.06006220

GILD
      ticker  signal_return
174     GILD     0.02108906
437     GILD     0.02376524
838     GILD     0.00964767
1306    GILD     0.04161244
1907    GILD     0.00654279
2351    GILD    -0.02793063
2730    GILD     0.09500103
3143    GILD     0.07302514
3864    GILD    -0.09596074
4474    GILD    -0.16541022
5608    GILD     0.08248733
5905    GILD    -0.02463899
6624    GILD    -0.00780959
7701    GILD     0.16978945
8666    GILD    -0.09199873
8964    GILD    -0.01299925
9430    GILD    -0.09568292
9799    GILD    -0.09010635
10105   GILD    -0.02775742
10452   GILD     0.03806243
11415   GILD     0.02042061
12490   GILD    -0.01260905

GIS
      ticker  signal_return
242      GIS    -0.04833923
611      GIS    -0.01630579
1503     GIS    -0.07955012
1773     GIS     0.02028942
1999     GIS     0.01787026
2265     GIS     0.03306694
3025     GIS    -0.05885189
3313     GIS    -0.06426604
3506     GIS    -0.01589344
4409     GIS     0.02412000
4725     GIS    -0.02420441
5265     GIS     0.00340375
6093     GIS     0.02651966
6427     GIS    -0.04440585
7133     GIS    -0.03995710
7788     GIS    -0.00470674
8287     GIS     0.02008298
8594     GIS    -0.02881218
9287     GIS     0.11007298
10176    GIS     0.03825947
10552    GIS     0.00504764
11698    GIS    -0.01724036
12063    GIS     0.03767308

GLW
      ticker  signal_return
544      GLW     0.09974566
1233     GLW     0.00762531
1720     GLW     0.02059254
1921     GLW     0.05291212
2651     GLW     0.00319854
2986     GLW    -0.03633193
3529     GLW    -0.01335408
4140     GLW     0.08165929
4475     GLW     0.03022150
4771     GLW    -0.00040445
5255     GLW    -0.00222272
5474     GLW     0.00895639
6023     GLW     0.06989974
6472     GLW     0.01156775
7202     GLW     0.01430810
7965     GLW    -0.09977291
8392     GLW     0.05177861
9199     GLW    -0.03266381
9684     GLW     0.06584885
9956     GLW    -0.02577462
10301    GLW     0.02942016
11033    GLW     0.02288616
11416    GLW     0.05787965
11824    GLW    -0.02586351
12264    GLW     0.02217693
12685    GLW     0.02331884

GM
      ticker  signal_return
727       GM     0.04103009
999       GM    -0.05098852
1504      GM    -0.04655870
1828      GM     0.01468495
2056      GM    -0.08664593
2463      GM     0.04103492
3102      GM    -0.04344013
3519      GM     0.06872688
4502      GM    -0.05220640
4869      GM     0.01484019
5135      GM    -0.04961017
5507      GM    -0.02562438
6024      GM     0.05919621
6625      GM    -0.04580760
6991      GM     0.10480170
7388      GM    -0.05643256
7702      GM     0.11639553
8182      GM    -0.10385238
8857      GM    -0.07434353
9431      GM    -0.12298212
9756      GM     0.01136735
10414     GM    -0.03836429
10928     GM     0.09748545
11455     GM    -0.02727562
12086     GM    -0.00768325
12491     GM    -0.07608320

GOOG
      ticker  signal_return
2689    GOOG     0.02508664
3666    GOOG     0.00641181
4379    GOOG    -0.01283637
4896    GOOG     0.00805324
6056    GOOG    -0.19396953
6167    GOOG     0.16352181
7158    GOOG     0.07490131
7468    GOOG     0.00514942
7919    GOOG     0.02522411
8769    GOOG    -0.06761391
9432    GOOG    -0.09130076
9757    GOOG     0.05092153
10536   GOOG    -0.04733949
10939   GOOG    -0.07838600
11397   GOOG     0.01496118
11909   GOOG    -0.02228017
12215   GOOG     0.08772009
12557   GOOG     0.01114110

GOOGL
      ticker  signal_return
476    GOOGL     0.02166376
879    GOOGL     0.05429047
1150   GOOGL     0.01301379
1470   GOOGL     0.01822458
2018   GOOGL     0.03397618
2690   GOOGL     0.02873345
3667   GOOGL     0.00608849
4366   GOOGL     0.01939832
4919   GOOGL     0.01883593
6153   GOOGL     0.14831928
7159   GOOGL     0.07712013
7469   GOOGL     0.00827149
8770   GOOGL    -0.07563651
9433   GOOGL    -0.10033917
9758   GOOGL     0.06189495
10302  GOOGL     0.00693709
10602  GOOGL    -0.06288865
10763  GOOGL     0.02292798
11352  GOOGL     0.00960544
11941  GOOGL    -0.03150244
12216  GOOGL     0.09245865
12558  GOOGL     0.00824984

GPC
      ticker  signal_return
744      GPC    -0.01186661
1307     GPC     0.01583147
1505     GPC    -0.12304249
1678     GPC    -0.01146563
2755     GPC    -0.07506727
3026     GPC    -0.05439762
3816     GPC     0.07678527
4141     GPC     0.05404187
4476     GPC    -0.09151511
4626     GPC    -0.01572376
5508     GPC    -0.00687669
6117     GPC    -0.01334258
6581     GPC     0.02126737
7134     GPC     0.00755572
7733     GPC    -0.03996026
8249     GPC     0.06993288
8622     GPC    -0.00901957
9379     GPC     0.00491697
10177    GPC    -0.01311091
10553    GPC    -0.03446226
11699    GPC    -0.05782832
11865    GPC     0.03440727
12115    GPC    -0.02772103

GPN
      ticker  signal_return
249      GPN     0.15777984
670      GPN     0.02802358
1141     GPN     0.03459920
1757     GPN     0.00142086
2671     GPN     0.02566883
3083     GPN    -0.05732662
3573     GPN     0.05332216
3987     GPN     0.03513285
4674     GPN     0.04573370
4983     GPN    -0.00703580
5302     GPN     0.02681501
5593     GPN     0.02982433
5906     GPN    -0.00738494
6321     GPN    -0.03603170
6338     GPN    -0.03567093
6997     GPN     0.06009222
7309     GPN    -0.00243203
7703     GPN     0.10132054
8144     GPN    -0.11495905
8630     GPN     0.10886127
9178     GPN    -0.10766577
9434     GPN    -0.10845803
9816     GPN    -0.03820376
10734    GPN     0.04548677
11322    GPN    -0.01375503
12265    GPN     0.10668923
12578    GPN    -0.02204375

GPS
      ticker  signal_return
280      GPS     0.05366999
1734     GPS    -0.08649274
3117     GPS     0.04208969
3630     GPS    -0.03299213
4510     GPS    -0.01688385
5550     GPS     0.02782251
5833     GPS    -0.02861246
6264     GPS     0.05837956
6582     GPS     0.06410289
6928     GPS     0.10291811
7357     GPS    -0.01962386
7845     GPS    -0.04606358
8288     GPS     0.04116976
8947     GPS     0.24480822
9685     GPS     0.02701726
10009    GPS    -0.14846463
10278    GPS    -0.14760729
10644    GPS    -0.03084111
11252    GPS    -0.01061835
12174    GPS    -0.09181511

GREIGI
       ticker  signal_return
83     GREIGI     0.10299257
337    GREIGI     0.10518607
728    GREIGI     0.11176655
1008   GREIGI     0.10540020
1317   GREIGI     0.11551643
1700   GREIGI     0.12354904
1908   GREIGI     0.12703944
2150   GREIGI     0.13062975
2371   GREIGI     0.12143909
2672   GREIGI     0.13069218
2930   GREIGI     0.14193794
3220   GREIGI     0.14058655
3461   GREIGI     0.14361005
3817   GREIGI     0.14035275
4108   GREIGI     0.15118666
4437   GREIGI     0.15172544
4726   GREIGI     0.15662120
5019   GREIGI     0.15267713
5244   GREIGI     0.15708494
5438   GREIGI     0.15919878
5712   GREIGI     0.17174725
5998   GREIGI     0.16585225
6322   GREIGI     0.18137084
6804   GREIGI     0.17708152
6929   GREIGI     0.18129724
7182   GREIGI     0.17269195
7443   GREIGI     0.18166428
7677   GREIGI     0.17642000
8055   GREIGI     0.18944070
8329   GREIGI     0.17970558
8643   GREIGI     0.17237675
8955   GREIGI     0.19733167
9200   GREIGI     0.18460107
9594   GREIGI     0.19533654
9876   GREIGI     0.19260866
10102  GREIGI     0.19048112
10360  GREIGI     0.19538585
10718  GREIGI     0.20341809
11089  GREIGI     0.18147669
11280  GREIGI     0.20791260
11553  GREIGI     0.20077564
11866  GREIGI     0.20696433
12072  GREIGI     0.20162023
12404  GREIGI     0.20770027

GRMN
      ticker  signal_return
29      GRMN     0.07396748
391     GRMN    -0.05963712
1506    GRMN    -0.23113355
1693    GRMN     0.06093215
1909    GRMN     0.02526790
2523    GRMN     0.03018633
3300    GRMN     0.04094699
4109    GRMN    -0.07597141
4516    GRMN    -0.04811006
4984    GRMN    -0.01122945
5282    GRMN     0.01353640
6025    GRMN     0.02743055
6409    GRMN     0.10804639
7058    GRMN    -0.11681878
7337    GRMN    -0.01908354
7880    GRMN    -0.02233898
8236    GRMN    -0.02963503
8724    GRMN    -0.04940472
9686    GRMN     0.19543140
11518   GRMN    -0.08614863
11729   GRMN    -0.04603514
12718   GRMN    -0.02711811

GS
      ticker  signal_return
1025      GS     0.00820237
1507      GS    -0.05762431
2019      GS     0.02568011
2606      GS     0.01328668
2906      GS    -0.00607487
3365      GS    -0.01534895
3954      GS    -0.00628673
4308      GS    -0.05749254
4627      GS    -0.05163169
5217      GS     0.02540842
5631      GS     0.04550833
5951      GS    -0.02341174
6473      GS     0.07930061
7310      GS    -0.06774290
7734      GS     0.08186471
8208      GS    -0.09434156
8749      GS    -0.01780723
9304      GS    -0.05427613
9741      GS     0.01350057
10084     GS    -0.03557854
10554     GS     0.16715546
11034     GS     0.12615628
11649     GS    -0.00818442
12031     GS    -0.00508727
12664     GS    -0.05506823

GT
      ticker  signal_return
257       GT    -0.11327707
1091      GT     0.02329133
1640      GT     0.01290816
2286      GT    -0.11559653
2907      GT    -0.09437484
3480      GT     0.11619599
4126      GT     0.06929817
4780      GT    -0.13416275
5475      GT     0.12239873
6498      GT    -0.09744803
6721      GT    -0.05100845
7203      GT     0.03807518
7735      GT     0.09210005
8145      GT    -0.20180900
8469      GT    -0.03476738
8956      GT     0.03763211
9318      GT     0.00075216
9835      GT     0.01405276
10113     GT     0.08939110
10706     GT    -0.08338161
11629     GT     0.01941270
11942     GT    -0.06990357
12473     GT    -0.03857872

GWW
      ticker  signal_return
30       GWW    -0.06641651
1394     GWW    -0.04352990
2412     GWW    -0.01548483
2811     GWW     0.02944892
3574     GWW    -0.03374352
3786     GWW    -0.06605245
4438     GWW    -0.05427627
4648     GWW     0.00841278
6079     GWW     0.03933189
6626     GWW     0.02580194
7013     GWW    -0.09269952
7358     GWW     0.01472645
7881     GWW    -0.10932166
8097     GWW     0.06265407
8498     GWW     0.03661191
8916     GWW    -0.04805593
9305     GWW    -0.05802159
10065    GWW    -0.07375739
10510    GWW    -0.06690761
11066    GWW     0.01279886
11366    GWW     0.03920664
12102    GWW     0.16875688
12455    GWW     0.02795733

HAL
      ticker  signal_return
338      HAL     0.08780049
745      HAL    -0.12727695
1395     HAL    -0.14810783
1598     HAL     0.03103937
1893     HAL     0.05988598
2132     HAL     0.00459844
2428     HAL     0.08827961
2846     HAL    -0.03281766
3336     HAL     0.07276509
3631     HAL     0.07445720
4185     HAL     0.17084158
4937     HAL    -0.10373607
5291     HAL     0.06986433
5934     HAL     0.07405535
6551     HAL     0.01082102
7596     HAL     0.13746791
8001     HAL    -0.09951481
8393     HAL    -0.04100802
8685     HAL     0.05498324
9236     HAL    -0.03076470
10010    HAL    -0.12242637
10225    HAL    -0.12620714
10461    HAL     0.00380148
11067    HAL     0.02106988
11456    HAL    -0.07634810
11730    HAL     0.05942839
12032    HAL     0.01603410
12319    HAL     0.02156711

HAS
      ticker  signal_return
175      HAS    -0.05424987
598      HAS     0.02344675
868      HAS    -0.00261585
1123     HAS    -0.05815813
1471     HAS    -0.10668293
1740     HAS    -0.01041010
1978     HAS    -0.01248005
2429     HAS    -0.01653559
2987     HAS    -0.03837555
3495     HAS     0.03504739
4016     HAS    -0.01543160
4581     HAS    -0.12202659
4858     HAS     0.02793339
5274     HAS     0.11062034
5888     HAS     0.05007255
6227     HAS    -0.02516520
6722     HAS    -0.05958281
7507     HAS     0.00774348
8330     HAS     0.01458778
8699     HAS     0.07042872
9742     HAS    -0.03065822
10226    HAS    -0.01009013
10511    HAS    -0.09687345
10603    HAS     0.02675446
11043    HAS    -0.11534117
11573    HAS     0.03018348
11943    HAS    -0.03112973
12217    HAS     0.00131866
12579    HAS     0.06073778

HBAN
      ticker  signal_return
291     HBAN    -0.07904321
438     HBAN     0.01342302
839     HBAN     0.05753353
1104    HBAN    -0.02515856
1894    HBAN    -0.08329474
2829    HBAN    -0.01757151
3366    HBAN    -0.06504810
3765    HBAN    -0.10241501
4309    HBAN    -0.04426249
5020    HBAN     0.01083107
5649    HBAN    -0.00264655
5952    HBAN     0.00086393
6283    HBAN    -0.03557859
6627    HBAN     0.03914759
7311    HBAN    -0.00775532
7736    HBAN     0.19625707
8725    HBAN     0.00704583
9132    HBAN    -0.11113351
9435    HBAN    -0.07709008
10085   HBAN     0.01015349
10415   HBAN     0.01856428
10844   HBAN     0.21004252
11457   HBAN     0.01134764
11825   HBAN    -0.09766119
11987   HBAN     0.00869915
12492   HBAN    -0.08422747

HBI
      ticker  signal_return
292      HBI    -0.14093954
649      HBI     0.03157207
923      HBI    -0.02569735
1396     HBI    -0.13482726
1449     HBI     0.01495546
1862     HBI    -0.00052583
2173     HBI     0.06696149
2385     HBI     0.04351272
2691     HBI     0.04389419
3301     HBI     0.00761873
3575     HBI    -0.05121754
4110     HBI     0.01562325
4920     HBI     0.12187881
5164     HBI    -0.00412736
5594     HBI    -0.06794004
6380     HBI     0.02183504
7219     HBI    -0.00937987
8107     HBI    -0.16706169
9306     HBI    -0.03125843
10011    HBI    -0.06669137
10528    HBI    -0.04624127
11053    HBI     0.08627570
11563    HBI    -0.08078711
12175    HBI    -0.07684183

HCA
      ticker  signal_return
99       HCA     0.14463850
439      HCA    -0.03282500
1171     HCA    -0.00637665
1962     HCA    -0.02117500
2447     HCA     0.02875684
2847     HCA     0.08483653
3174     HCA     0.04027008
3448     HCA    -0.05655019
3766     HCA    -0.00000000
4310     HCA    -0.03171383
5231     HCA     0.00051507
5639     HCA     0.02463239
5999     HCA     0.02299202
8355     HCA     0.08247622
8726     HCA    -0.00435189
9503     HCA    -0.06790849
10512    HCA    -0.10814597
10764    HCA     0.04314613
11564    HCA     0.04640068
12033    HCA    -0.06718688
12515    HCA    -0.02611432

HCN
      ticker  signal_return
599      HCN    -0.12807793
808      HCN     0.10634900
1721     HCN    -0.00103448
2007     HCN     0.05001849
2276     HCN    -0.00358284
3134     HCN     0.02343382
3847     HCN     0.05198489
4211     HCN     0.03939823
4526     HCN     0.02141195
5085     HCN    -0.07608529
5509     HCN     0.01337315
5759     HCN     0.04335683
6789     HCN    -0.07413054
7089     HCN    -0.15732526
7332     HCN    -0.08709610
8183     HCN    -0.17650393
8595     HCN     0.00000000
8957     HCN    -0.02899729
9564     HCN     0.03704368
9853     HCN    -0.03458539
10227    HCN     0.06136029
10679    HCN     0.07485283
11746    HCN     0.01083434
12047    HCN     0.01719240

HCP
      ticker  signal_return
869      HCP     0.03619083
1579     HCP    -0.03592887
2020     HCP     0.04283936
2266     HCP     0.01700818
3195     HCP    -0.04798992
3432     HCP    -0.06746857
3955     HCP     0.04500489
4527     HCP    -0.01748296
4870     HCP     0.06535110
5551     HCP     0.01938771
5800     HCP     0.00590606
6482     HCP    -0.09923299
7312     HCP    -0.06192250
8146     HCP     0.05783358
9003     HCP    -0.05511745
9687     HCP     0.06537501
9931     HCP     0.00252845
10416    HCP     0.12644574
10765    HCP    -0.02657618
11716    HCP    -0.04527723

HD
      ticker  signal_return
746       HD     0.00582902
1151      HD    -0.06796110
1433      HD    -0.06671241
2731      HD    -0.00073359
3118      HD     0.10207316
3895      HD     0.00433885
4212      HD     0.05509867
4511      HD    -0.00525337
4828      HD     0.06689369
5218      HD    -0.04020511
5476      HD    -0.03151008
6350      HD    -0.00378821
7112      HD     0.02593805
7401      HD     0.03105792
8147      HD    -0.13025155
8530      HD     0.04065449
9015      HD    -0.05411209
9307      HD    -0.05338763
9759      HD    -0.00921194
10228     HD    -0.00103351
10529     HD    -0.02001570
11024     HD     0.04900377
11398     HD     0.04911086
11826     HD     0.00852787
12218     HD     0.02644299

HES
      ticker  signal_return
176      HES     0.03826381
477      HES    -0.01437839
1318     HES    -0.04226786
1949     HES     0.04706060
2210     HES     0.01591132
2448     HES     0.07785874
2931     HES    -0.00761679
3462     HES     0.18896942
4347     HES    -0.04018008
4938     HES    -0.11729828
5335     HES    -0.10580170
5777     HES     0.00328793
6080     HES     0.11001173
6428     HES    -0.02803675
6930     HES    -0.19600701
7014     HES    -0.00609171
7640     HES     0.23192993
8433     HES     0.07065467
8700     HES     0.00608327
9504     HES    -0.01975419
9836     HES    -0.08806057
10229    HES    -0.10109254
11068    HES     0.12088959
11872    HES     0.03328434

HIG
      ticker  signal_return
142      HIG     0.02144033
392      HIG     0.03851118
747      HIG    -0.01002434
1092     HIG    -0.07897344
1397     HIG    -0.05549562
2524     HIG     0.01561034
3251     HIG     0.01611656
3896     HIG     0.06606763
4328     HIG    -0.03934380
4805     HIG    -0.05889926
5150     HIG    -0.00140647
6063     HIG     0.08270249
6392     HIG    -0.04389419
7541     HIG     0.05867473
7920     HIG     0.03709775
8434     HIG     0.00290341
9436     HIG    -0.04564056
9854     HIG    -0.00050176
10845    HIG     0.05334680
11174    HIG    -0.00226874
11367    HIG    -0.01632689
11827    HIG    -0.04503534
12686    HIG     0.05674590

HLT
      ticker  signal_return
2745     HLT     0.01456235
3668     HLT    -0.09223122
4174     HLT     0.00229183
4727     HLT     0.05846646
5070     HLT     0.01188671
5303     HLT    -0.04869184
5868     HLT     0.01514914
6284     HLT     0.07770715
6628     HLT     0.01937007
7559     HLT     0.13783710
7953     HLT    -0.00757990
8531     HLT     0.00994583
9348     HLT     0.03103331
10940    HLT     0.08130709
11219    HLT     0.05137259
12291    HLT     0.07986163
12665    HLT    -0.04791797

HOG
      ticker  signal_return
177      HOG     0.02635138
780      HOG     0.01783494
1194     HOG    -0.07937483
1450     HOG    -0.04864050
2140     HOG    -0.00628099
2746     HOG     0.09233526
3069     HOG    -0.03723151
3520     HOG    -0.06570695
3956     HOG     0.04523235
4311     HOG    -0.09184863
5140     HOG    -0.06006424
5384     HOG    -0.00465534
6463     HOG    -0.08009789
7103     HOG    -0.00207039
7526     HOG     0.05318864
7921     HOG     0.09215726
8376     HOG     0.09110194
9089     HOG    -0.03751250
9505     HOG    -0.16989904
9595     HOG    -0.04891920
10572    HOG     0.04380262
11090    HOG    -0.05615843
11944    HOG    -0.03048869
12466    HOG    -0.00038615

HOLX
      ticker  signal_return
700     HOLX    -0.03055060
1508    HOLX    -0.06065336
2151    HOLX    -0.15107676
2250    HOLX     0.03985584
2551    HOLX     0.01271372
3262    HOLX     0.01426558
3549    HOLX    -0.07668136
3914    HOLX     0.02834353
4591    HOLX     0.04558612
4962    HOLX     0.04068935
5219    HOLX    -0.00542660
5439    HOLX     0.03085636
5713    HOLX     0.05954547
6094    HOLX     0.06461906
6522    HOLX    -0.04235703
7846    HOLX     0.10977822
8750    HOLX    -0.07116271
8937    HOLX    -0.02411882
9725    HOLX     0.06157424
10462   HOLX    -0.03480600
10645   HOLX    -0.06274388
11199   HOLX    -0.00867523
11896   HOLX     0.00578958
12176   HOLX    -0.00416957

HON
      ticker  signal_return
118      HON     0.01028768
748      HON    -0.01839762
1069     HON     0.01705090
1451     HON     0.03422474
2487     HON    -0.00073750
2884     HON    -0.02711498
3084     HON    -0.05249860
3669     HON    -0.09613722
4037     HON     0.02618653
4410     HON    -0.01653261
4746     HON     0.01817529
5220     HON    -0.02711965
5609     HON    -0.01783097
6464     HON    -0.06749968
6629     HON     0.01159610
7246     HON     0.00551194
7922     HON    -0.04471143
8237     HON     0.03451560
8532     HON     0.02953282
8799     HON    -0.01369438
9268     HON     0.00034456
9644     HON    -0.02100328
10178    HON     0.04063741
11127    HON     0.01718899
11580    HON     0.06110204
12219    HON     0.02077600

HP
      ticker  signal_return
100       HP     0.06983322
352       HP     0.04261509
781       HP     0.02479414
1026      HP     0.04942084
1335      HP     0.08088083
1722      HP     0.09124686
2103      HP    -0.03123274
2652      HP    -0.01920308
3103      HP    -0.02584315
3463      HP     0.11591398
4213      HP     0.01901502
4793      HP    -0.16497039
5292      HP     0.06200443
5981      HP     0.17415206
6296      HP     0.01016811
6723      HP     0.07958859
6931      HP    -0.16533217
7273      HP    -0.09004649
7789      HP    -0.03583742
8331      HP     0.02378192
8938      HP    -0.07585111
9255      HP    -0.03520799
9688      HP    -0.08945093
10230     HP    -0.19166335
10361     HP    -0.05906566
11035     HP     0.11323206
12022     HP    -0.00184360
12320     HP     0.12249433
12646     HP     0.00018934

HPE
      ticker  signal_return
7980     HPE    -0.05526268
8394     HPE     0.09775496
9237     HPE    -0.03774033
9726     HPE     0.08575997
10269    HPE    -0.06172692
11109    HPE    -0.02917930
11519    HPE    -0.02979985
11731    HPE    -0.09361361
12425    HPE    -0.10365619

HPQ
      ticker  signal_return
208      HPQ    -0.09291835
653      HPQ     0.05260416
916      HPQ     0.01275191
1271     HPQ     0.01956472
1701     HPQ     0.04668611
1922     HPQ    -0.02550683
2584     HPQ    -0.02914649
2957     HPQ     0.03902529
3252     HPQ    -0.04669069
3670     HPQ    -0.08247373
4186     HPQ     0.04272381
4806     HPQ     0.03406381
5086     HPQ     0.03669395
5693     HPQ    -0.08678115
6000     HPQ     0.01289924
6448     HPQ     0.07936856
6932     HPQ    -0.13317520
7247     HPQ    -0.08209350
7618     HPQ     0.18667507
8184     HPQ    -0.22288656
8499     HPQ     0.06603058
9157     HPQ    -0.05220812
9746     HPQ     0.02530001
10295    HPQ    -0.05979108
10941    HPQ    -0.00919643
11747    HPQ    -0.01476704
12060    HPQ     0.05706520
12426    HPQ    -0.05591022

HRB
      ticker  signal_return
235      HRB    -0.09687935
667      HRB    -0.03889666
1195     HRB    -0.01285974
1599     HRB    -0.01771700
2057     HRB    -0.02218338
2575     HRB     0.02006129
3205     HRB    -0.03725492
3507     HRB     0.00711747
4142     HRB     0.02106759
4837     HRB    -0.10398971
5112     HRB    -0.01504429
5353     HRB    -0.00383510
6026     HRB    -0.08131917
6265     HRB     0.06535580
6967     HRB     0.02148865
7527     HRB     0.01139350
7923     HRB    -0.04977074
8377     HRB     0.04581250
8667     HRB     0.22540811
8992     HRB    -0.09161161
9737     HRB     0.01187808
10956    HRB    -0.03312799
11313    HRB    -0.10397259
11545    HRB     0.02155772
11945    HRB    -0.03288538
12405    HRB     0.06649904

HRL
      ticker  signal_return
178      HRL    -0.02014720
628      HRL     0.01886425
905      HRL    -0.01385094
1272     HRL    -0.04238285
1711     HRL     0.01255202
1934     HRL    -0.00896437
2311     HRL    -0.01572905
2372     HRL    -0.07185353
2653     HRL    -0.03163806
3027     HRL    -0.11251559
3221     HRL     0.01194757
3530     HRL     0.03485152
3926     HRL    -0.00582325
4921     HRL    -0.00143652
6368     HRL     0.03380043
6969     HRL     0.05502170
7428     HRL     0.15051386
8080     HRL     0.04784918
8838     HRL     0.08402402
9238     HRL    -0.07693926
9867     HRL     0.02238408
10898    HRL     0.01127668
11610    HRL    -0.05140735
12034    HRL    -0.04177803
12604    HRL    -0.05319309

HRS
      ticker  signal_return
31       HRS    -0.00378007
545      HRS     0.04747955
821      HRS     0.05964314
1093     HRS     0.00994030
1679     HRS     0.00492898
2300     HRS     0.02644651
2988     HRS    -0.04279803
3531     HRS    -0.02894451
4038     HRS     0.00253097
4439     HRS    -0.06566476
4649     HRS    -0.14393247
4848     HRS    -0.00831420
5271     HRS     0.00632833
6176     HRS     0.01583019
6724     HRS     0.03273970
7274     HRS     0.03940711
7647     HRS    -0.03034619
8084     HRS    -0.02411885
9239     HRS     0.00750911
9689     HRS     0.05529305
9957     HRS    -0.00430233
10782    HRS     0.12200528
11115    HRS    -0.02925550
11650    HRS     0.03946845
12321    HRS    -0.01997035
12427    HRS    -0.03112175
12687    HRS    -0.03931246

HSIC
      ticker  signal_return
353     HSIC     0.02807586
749     HSIC    -0.02389147
1196    HSIC    -0.05018974
1509    HSIC    -0.07950513
1712    HSIC    -0.01297233
3070    HSIC    -0.03602689
3632    HSIC    -0.13635283
4017    HSIC     0.05094023
4565    HSIC    -0.00478009
5859    HSIC     0.01429708
6154    HSIC    -0.00520015
6630    HSIC     0.00836216
7160    HSIC     0.04058718
7470    HSIC     0.00488968
7882    HSIC    -0.00843542
8224    HSIC     0.03472909
8596    HSIC     0.00273216
8917    HSIC    -0.01481423
9201    HSIC     0.00362648
9662    HSIC    -0.09068890
9893    HSIC     0.00336897
10513   HSIC     0.00875335
11458   HSIC     0.07004458
12406   HSIC     0.04657362

HST
      ticker  signal_return
659      HST    -0.05777585
1094     HST     0.01083453
1774     HST     0.03119201
1986     HST     0.03985347
2386     HST     0.01727316
2820     HST    -0.04631081
3481     HST    -0.06744352
3897     HST     0.00912455
4268     HST     0.02041968
4963     HST     0.02970056
5562     HST    -0.02136399
6177     HST    -0.09754121
6429     HST     0.07553879
6845     HST    -0.07371457
7619     HST     0.16554875
8356     HST     0.00896895
9090     HST    -0.11459469
9380     HST     0.06820632
9914     HST    -0.06629445
10646    HST    -0.11800509
11069    HST     0.06312338
11294    HST    -0.07681627
12456    HST    -0.06371581

HSY
      ticker  signal_return
612      HSY    -0.03727323
1308     HSY     0.05646582
1680     HSY     0.00684974
2160     HSY    -0.01894561
2848     HSY     0.01494764
3532     HSY     0.00104734
3957     HSY     0.04929869
4411     HSY     0.06165568
5367     HSY     0.03049805
5935     HSY    -0.02539361
6531     HSY     0.00969687
6725     HSY    -0.05883389
6978     HSY    -0.08213936
7313     HSY    -0.01809370
8289     HSY    -0.02054904
8800     HSY    -0.04167720
9288     HSY     0.13811019
10322    HSY    -0.01165306
11253    HSY     0.02043531
11417    HSY     0.01904394
11828    HSY     0.00191772
12516    HSY     0.01506156

HUM
      ticker  signal_return
32       HUM    -0.04693136
809      HUM     0.01396270
1723     HUM     0.00087920
2287     HUM     0.04352411
2673     HUM     0.05003574
3028     HUM    -0.08149969
3927     HUM     0.00574234
4269     HUM     0.01092809
4703     HUM     0.00000000
4985     HUM     0.15771301
5727     HUM    -0.09196614
6726     HUM    -0.07407943
7135     HUM     0.00522226
7966     HUM    -0.02725229
8332     HUM     0.00292736
9041     HUM    -0.11898182
9240     HUM    -0.06483623
9645     HUM    -0.12361837
10846    HUM     0.10552179
11829    HUM    -0.03596791
12335    HUM     0.04522709
12688    HUM     0.01996657

HUMILI
       ticker  signal_return
33     HUMILI     0.09837309
317    HUMILI     0.09384105
689    HUMILI     0.10818147
954    HUMILI     0.10437310
1234   HUMILI     0.11843670
1616   HUMILI     0.12153047
1849   HUMILI     0.11438060
2083   HUMILI     0.13201579
2334   HUMILI     0.13058686
2591   HUMILI     0.12979169
2849   HUMILI     0.12702898
3144   HUMILI     0.13851616
3390   HUMILI     0.13930052
3767   HUMILI     0.15834810
4060   HUMILI     0.14629519
4367   HUMILI     0.14992260
4675   HUMILI     0.15207300
4953   HUMILI     0.16282220
5197   HUMILI     0.15843700
5368   HUMILI     0.16725854
5650   HUMILI     0.16057390
5907   HUMILI     0.16317095
6228   HUMILI     0.17164781
6532   HUMILI     0.15534621
6836   HUMILI     0.17084423
7071   HUMILI     0.18100629
7366   HUMILI     0.17232464
7579   HUMILI     0.19002814
8002   HUMILI     0.17003461
8250   HUMILI     0.18556353
8552   HUMILI     0.17275379
8839   HUMILI     0.18783790
9091   HUMILI     0.18041030
9349   HUMILI     0.18778955
9760   HUMILI     0.18424217
9990   HUMILI     0.19287211
10270  HUMILI     0.18782938
10537  HUMILI     0.18595222
10965  HUMILI     0.19962181
11220  HUMILI     0.19833809
11379  HUMILI     0.20935549
11700  HUMILI     0.20438762
11988  HUMILI     0.20394400
12193  HUMILI     0.19213860
12537  HUMILI     0.21637942

IBM
      ticker  signal_return
293      IBM     0.00487984
1152     IBM    -0.05597054
1923     IBM    -0.01711653
2576     IBM    -0.02946557
3722     IBM     0.10878210
4361     IBM    -0.00916115
4964     IBM    -0.02520986
5369     IBM     0.04830291
6266     IBM     0.03251413
6583     IBM     0.05486452
7183     IBM    -0.01471273
7847     IBM     0.02577958
8395     IBM     0.06792202
9158     IBM    -0.03913150
9690     IBM     0.03827776
9938     IBM    -0.04912961
10538    IBM    -0.06038467
11048    IBM     0.01579964
11385    IBM     0.06555911
12092    IBM     0.10847425
12444    IBM    -0.00560410

ICE
      ticker  signal_return
276      ICE     0.00874042
690      ICE     0.06250106
989      ICE    -0.00290751
1924     ICE    -0.02132319
2288     ICE    -0.00360609
2787     ICE    -0.03064906
3410     ICE     0.00518891
3958     ICE     0.07191082
4286     ICE    -0.03391266
4650     ICE    -0.12566065
4849     ICE     0.02252338
5578     ICE    -0.01308524
5860     ICE    -0.05002636
6533     ICE    -0.04124188
7136     ICE     0.06761377
8081     ICE    -0.13994177
8108     ICE     0.00811958
8965     ICE     0.03329012
9887     ICE     0.01428494
10106    ICE    -0.05112382
10735    ICE    -0.05167338
10847    ICE     0.03630536
11175    ICE    -0.04679638
11581    ICE    -0.00905135
11962    ICE    -0.03521898
12493    ICE    -0.10980787

IDXX
      ticker  signal_return
258     IDXX     0.05270363
660     IDXX    -0.03620771
1319    IDXX     0.10059482
1702    IDXX    -0.02233254
2242    IDXX    -0.00038504
2679    IDXX    -0.00649523
3029    IDXX     0.00620494
3433    IDXX     0.01344671
3865    IDXX     0.08876649
4605    IDXX     0.00810807
5440    IDXX    -0.16771375
5461    IDXX    -0.02790879
6267    IDXX     0.10577260
7204    IDXX    -0.01897154
8317    IDXX     0.02963083
8644    IDXX     0.06085435
8948    IDXX     0.02649851
9578    IDXX     0.00996526
9877    IDXX     0.06561227
10114   IDXX    -0.00853841
10453   IDXX    -0.08229261
10647   IDXX    -0.11908423
11001   IDXX    -0.00118173
11528   IDXX     0.18377830
11897   IDXX     0.03388817
12152   IDXX     0.02489755

IFF
      ticker  signal_return
671      IFF    -0.02274814
1641     IFF     0.02486497
2211     IFF     0.00450466
2552     IFF     0.03132693
3071     IFF    -0.04201531
3508     IFF    -0.00583882
4214     IFF     0.02517488
4651     IFF     0.10530352
4965     IFF    -0.01349616
5510     IFF    -0.03670372
5816     IFF     0.00201830
6727     IFF     0.02750443
6933     IFF    -0.13100559
7226     IFF     0.03346777
7471     IFF    -0.00670693
8209     IFF    -0.09024031
8801     IFF     0.04180287
9166     IFF    -0.07423444
9691     IFF     0.03872223
10296    IFF    -0.08182827
10501    IFF     0.05734204
10899    IFF    -0.05605110
11963    IFF     0.02772719
12220    IFF    -0.01591972

ILMN
      ticker  signal_return
34      ILMN    -0.09990789
294     ILMN    -0.23330608
546     ILMN     0.01444267
822     ILMN     0.05959461
1095    ILMN     0.29413356
1568    ILMN     0.05968690
2488    ILMN     0.10830577
3671    ILMN    -0.19119364
3834    ILMN     0.02779958
4761    ILMN    -0.00986604
5694    ILMN     0.07066302
5965    ILMN    -0.01487797
6584    ILMN    -0.04129487
6905    ILMN     0.17451345
7666    ILMN    -0.08903362
8042    ILMN    -0.00684846
8771    ILMN    -0.23801813
9692    ILMN     0.10563566
9958    ILMN    -0.01868996
10481   ILMN     0.00932458
10990   ILMN     0.01697808
11328   ILMN    -0.01268310
11830   ILMN     0.02260976
12055   ILMN     0.06538276
12350   ILMN    -0.07345347

INCY
      ticker  signal_return
259     INCY     0.01587335
729     INCY     0.09855668
1070    INCY     0.23376093
1366    INCY    -0.00949617
1935    INCY     0.08991414
2871    INCY    -0.11898285
3878    INCY     0.27357326
4329    INCY    -0.03659548
4762    INCY    -0.02169230
5031    INCY     0.05474908
5319    INCY     0.04677041
6168    INCY    -0.11968976
6728    INCY    -0.19030032
6813    INCY    -0.04436696
7895    INCY     0.19739659
9167    INCY    -0.15434787
9855    INCY    -0.10719743
10333   INCY    -0.06597016
10848   INCY    -0.01207686
11323   INCY    -0.00291502
11767   INCY     0.06226859
12428   INCY    -0.03732834

INFO
      ticker  signal_return
3482    INFO     0.02908674
4338    INFO     0.01683856
6465    INFO     0.04289156
7031    INFO    -0.01884309
7967    INFO     0.00073019
8553    INFO     0.05853351
9308    INFO    -0.00274432
9714    INFO    -0.03008803
10057   INFO    -0.02209884
10942   INFO    -0.01221433
11357   INFO     0.04189629
11665   INFO     0.01034237
12039   INFO     0.05268088
12517   INFO     0.07467458

INTC
      ticker  signal_return
512     INTC     0.02840311
823     INTC    -0.00696035
1124    INTC    -0.03887836
2000    INTC     0.00000000
2413    INTC     0.12410755
2756    INTC     0.08033909
3222    INTC    -0.00943268
3672    INTC    -0.05765379
4127    INTC     0.01161517
4807    INTC    -0.03752219
5113    INTC     0.01237915
5686    INTC    -0.04511585
6027    INTC     0.04819804
6631    INTC    -0.09339158
6970    INTC     0.10417988
7790    INTC     0.08322658
8193    INTC    -0.10163413
8623    INTC    -0.02978812
9381    INTC     0.04938180
10086   INTC     0.04758896
10736   INTC    -0.01283445
11418   INTC    -0.03498017
12266   INTC    -0.02043391

INTU
      ticker  signal_return
354     INTU     0.06938827
730     INTU     0.01725704
1027    INTU     0.01792786
1617    INTU    -0.13941266
1807    INTU    -0.06288539
2757    INTU    -0.01817934
3145    INTU     0.00220507
3521    INTU    -0.02908594
4039    INTU     0.03110875
4986    INTU     0.03764076
5424    INTU     0.02641140
5695    INTU    -0.01187237
6632    INTU     0.02805568
7416    INTU    -0.07565956
7924    INTU     0.00316750
8290    INTU     0.01802386
8597    INTU     0.01597948
9133    INTU    -0.00804645
9565    INTU     0.02744553
10231   INTU    -0.00583979
10766   INTU    -0.07002769
10974   INTU     0.03037748
11419   INTU     0.00570998
11748   INTU    -0.00589972
12445   INTU     0.11591910

IP
      ticker  signal_return
243       IP    -0.00285696
990       IP     0.01823114
2414      IP     0.02937731
2716      IP    -0.01842532
3569      IP    -0.07361872
3988      IP     0.03927561
4876      IP    -0.01177870
5385      IP    -0.02072808
5834      IP     0.07288675
6129      IP    -0.01427530
6633      IP     0.09386685
6862      IP    -0.04617534
7620      IP     0.04189821
8020      IP    -0.06143215
8357      IP     0.06712913
8802      IP    -0.04114241
9715      IP     0.05604015
9991      IP     0.03264753
10680     IP    -0.08903103
11091     IP     0.06481498
11420     IP    -0.06300280
12322     IP    -0.04273548

IPG
      ticker  signal_return
209      IPG    -0.03605042
562      IPG    -0.09649012
1142     IPG    -0.06647551
1510     IPG    -0.08214723
2365     IPG     0.07175380
2908     IPG     0.00703520
3391     IPG     0.10977659
4100     IPG    -0.00851798
4503     IPG    -0.05324076
4922     IPG    -0.00330585
5778     IPG     0.04762805
6081     IPG    -0.10115662
6381     IPG    -0.09860198
6729     IPG    -0.05619539
7113     IPG     0.06246455
7791     IPG     0.04996414
8148     IPG    -0.04612391
8598     IPG     0.03916950
9269     IPG    -0.03998008
9506     IPG    -0.04523274
10315    IPG    -0.04195171
10975    IPG    -0.00468514
12177    IPG    -0.04054061
12336    IPG    -0.04642359
12719    IPG    -0.02449430

IR
      ticker  signal_return
179       IR    -0.02755681
478       IR     0.02794554
870       IR     0.09087399
1143      IR    -0.05541722
1945      IR    -0.05365137
2489      IR     0.04114222
2909      IR    -0.04681537
3496      IR    -0.00190691
3959      IR    -0.00801672
4477      IR     0.00294277
4808      IR     0.02057011
5336      IR    -0.01558549
5610      IR    -0.00038753
6297      IR     0.13301205
6730      IR     0.02444620
6934      IR    -0.10847514
7621      IR     0.07290996
8291      IR     0.08695803
8599      IR     0.05210656
9437      IR    -0.07637766
9693      IR     0.01806119
10442     IR    -0.02636965
10796     IR     0.07082001
11128     IR    -0.03842103
11421     IR     0.02371456
12221     IR     0.05814116

IRM
      ticker  signal_return
227      IRM    -0.07535845
782      IRM    -0.02111692
1105     IRM    -0.10845678
1472     IRM    -0.03862344
2322     IRM     0.04087583
2699     IRM    -0.04844048
3223     IRM    -0.01420439
3516     IRM    -0.10973963
4030     IRM    -0.01963970
4412     IRM     0.01184906
5511     IRM    -0.05582058
5779     IRM     0.02679153
6118     IRM     0.02419339
6731     IRM    -0.08232712
6979     IRM     0.00314862
7486     IRM     0.01761513
7848     IRM    -0.04016604
8225     IRM     0.10157442
8500     IRM     0.02870721
8772     IRM     0.09072151
9331     IRM     0.04314295
9817     IRM    -0.07917440
10242    IRM     0.02904532
10681    IRM    -0.02710193
11386    IRM     0.06880062

ISRG
      ticker  signal_return
271     ISRG    -0.02883712
355     ISRG    -0.01580337
1009    ISRG    -0.15207348
1235    ISRG     0.02238241
1979    ISRG    -0.31091033
2152    ISRG     0.02053405
2932    ISRG     0.01263564
3578    ISRG     0.01891362
4018    ISRG     0.00042260
4440    ISRG    -0.02636142
5314    ISRG    -0.07037294
6082    ISRG    -0.09643142
6268    ISRG    -0.04322085
6935    ISRG    -0.06885622
7570    ISRG     0.03424472
8435    ISRG     0.06623834
8840    ISRG    -0.03048032
9382    ISRG     0.04154030
10323   ISRG    -0.05815783
10648   ISRG     0.03118483
11459   ISRG     0.04926624
11768   ISRG     0.02828547
12035   ISRG     0.07519093
12292   ISRG     0.07599293
12605   ISRG     0.04457487

IT
      ticker  signal_return
513       IT     0.04833862
802       IT     0.04954948
1071      IT     0.01415595
1556      IT    -0.15513290
1794      IT    -0.04257165
2224      IT    -0.03388280
3196      IT     0.02039244
3848      IT     0.08343340
4413      IT    -0.03765672
4838      IT    -0.02424513
5611      IT    -0.01199809
5966      IT    -0.02305479
6410      IT    -0.06781670
6732      IT    -0.05148540
7444      IT    -0.01167053
7925      IT     0.05149362
8631      IT    -0.02366907
8980      IT     0.07176331
9973      IT     0.03381884
10352     IT     0.03382327
10767     IT     0.06224964
11157     IT    -0.09082203
11910     IT     0.03824009
12178     IT    -0.00488087
12606     IT     0.05045310

ITW
      ticker  signal_return
180      ITW     0.00213167
931      ITW     0.03088867
1511     ITW    -0.07282333
1987     ITW     0.02529375
2301     ITW     0.01965191
2989     ITW    -0.05385289
3206     ITW    -0.00235862
3673     ITW    -0.13870120
3898     ITW     0.06339695
4270     ITW    -0.01712103
4923     ITW     0.00831058
5386     ITW    -0.02355020
5817     ITW    -0.01873332
6269     ITW     0.00818253
6634     ITW     0.01121022
7161     ITW     0.03204532
7472     ITW    -0.00453646
7737     ITW    -0.04403438
8238     ITW     0.03508769
8501     ITW     0.04627854
8803     ITW    -0.01756608
9187     ITW    -0.04135852
9507     ITW    -0.16609890
9663     ITW     0.07465823
9922     ITW     0.01329203
10573    ITW    -0.09114448
10900    ITW     0.03012974
11460    ITW     0.01428651
11769    ITW     0.00824357
12222    ITW    -0.01368799
12689    ITW    -0.00755671

IVZ
      ticker  signal_return
318      IVZ    -0.04677274
880      IVZ     0.05714232
1512     IVZ    -0.08378540
1963     IVZ    -0.04930381
2490     IVZ     0.02620695
3146     IVZ     0.04477552
3674     IVZ    -0.10946021
4528     IVZ    -0.03304120
5151     IVZ    -0.02620451
6001     IVZ     0.02788921
6585     IVZ     0.09952636
6936     IVZ    -0.08639131
7883     IVZ     0.15431775
8804     IVZ    -0.10281818
9309     IVZ     0.03977901
9992     IVZ     0.00033140
10417    IVZ    -0.14444917
10682    IVZ    -0.09365129
10943    IVZ    -0.00722025
11510    IVZ    -0.10982761
11717    IVZ    -0.09055529

JBHT
      ticker  signal_return
307     JBHT    -0.03291278
1236    JBHT    -0.07888641
1694    JBHT     0.00603892
1895    JBHT    -0.07688190
2133    JBHT     0.01909779
2850    JBHT    -0.02486507
3497    JBHT    -0.05391528
3849    JBHT     0.04623568
4414    JBHT    -0.03497282
4628    JBHT    -0.04478941
5010    JBHT     0.03492655
5321    JBHT    -0.05901625
6057    JBHT    -0.02727715
6449    JBHT     0.07343813
7450    JBHT    -0.08063360
7622    JBHT     0.07191010
8378    JBHT     0.06000945
8773    JBHT    -0.07067166
9508    JBHT    -0.09102265
10797   JBHT     0.17173558
11129   JBHT    -0.02297091
11975   JBHT     0.04366930
12446   JBHT    -0.01726843

JCI
      ticker  signal_return
479      JCI     0.03615642
840      JCI     0.05008681
1125     JCI    -0.02586980
1658     JCI     0.03468827
2387     JCI     0.04348511
3589     JCI    -0.01807386
4478     JCI    -0.04138769
4809     JCI    -0.05830127
5441     JCI    -0.02198434
6028     JCI     0.04506871
6733     JCI    -0.00863066
6937     JCI    -0.09240699
7542     JCI     0.05998943
7926     JCI    -0.11606192
8304     JCI     0.02123578
8751     JCI     0.04968755
9059     JCI     0.07353965
9383     JCI     0.04463363
10127    JCI    -0.07272463
10514    JCI    -0.15266395
10816    JCI     0.00748218
12223    JCI    -0.00631212

JEC
      ticker  signal_return
661      JEC    -0.04928582
1252     JEC    -0.07100431
2204     JEC     0.04387847
2990     JEC    -0.04115037
3509     JEC     0.04565494
4330     JEC     0.07484443
4652     JEC    -0.11524408
5232     JEC     0.04692433
6029     JEC    -0.02526246
6466     JEC    -0.10710593
6734     JEC     0.02246692
7402     JEC    -0.04694348
7981     JEC    -0.05317133
8470     JEC     0.00000000
8918     JEC     0.10687216
9188     JEC    -0.04276472
9837     JEC    -0.00663108
10849    JEC     0.10337348
11989    JEC     0.01199166
12494    JEC    -0.03962228

JNJ
      ticker  signal_return
295      JNJ    -0.08075229
629      JNJ     0.02730977
1434     JNJ    -0.03448126
1910     JNJ     0.04155143
2141     JNJ     0.00069850
2415     JNJ     0.03420048
2778     JNJ    -0.06109435
3411     JNJ    -0.07812190
3754     JNJ    -0.11570779
3996     JNJ    -0.00517738
4653     JNJ     0.02840229
5640     JNJ    -0.04286804
6635     JNJ     0.02575796
7137     JNJ     0.02930613
7417     JNJ    -0.00882099
7849     JNJ    -0.03837401
8260     JNJ     0.02386568
8569     JNJ     0.04566921
9016     JNJ     0.01688330
9289     JNJ     0.04879016
9747     JNJ    -0.04007377
10353    JNJ     0.01347833
11070    JNJ    -0.03695469
11677    JNJ     0.08763376
12666    JNJ     0.04251413

JNPR
      ticker  signal_return
576     JNPR    -0.07958744
932     JNPR     0.04467244
1197    JNPR     0.16419728
2043    JNPR     0.01011131
2851    JNPR     0.01054640
3550    JNPR     0.03377432
4441    JNPR    -0.02888287
4897    JNPR    -0.00517223
5442    JNPR     0.05434906
5714    JNPR    -0.03042248
6998    JNPR     0.07211512
7641    JNPR     0.06089989
8043    JNPR    -0.09506729
8981    JNPR    -0.04812260
9509    JNPR    -0.13129254
9800    JNPR    -0.03338573
10418   JNPR     0.01240264
11054   JNPR     0.05978959
12293   JNPR    -0.00408164

JPM
      ticker  signal_return
783      JPM     0.02785695
1096     JPM    -0.02435601
1513     JPM    -0.05289393
1896     JPM    -0.07858760
2243     JPM    -0.02513336
2830     JPM    -0.03350514
3434     JPM    -0.10054429
4031     JPM     0.01933361
4629     JPM    -0.04743973
5322     JPM     0.03614101
5612     JPM     0.03276540
5908     JPM     0.01267549
6270     JPM    -0.03602946
6636     JPM     0.03438963
7290     JPM     0.02158946
7738     JPM     0.07279841
8210     JPM    -0.11167182
8727     JPM     0.00032362
9142     JPM    -0.02269141
9438     JPM    -0.07699911
9905     JPM     0.01778954
10419    JPM     0.01451958
10798    JPM     0.18034001
11130    JPM     0.02959965
11651    JPM     0.02394069
12495    JPM    -0.02692741

JWN
      ticker  signal_return
613      JWN     0.03912479
1367     JWN    -0.00304311
1808     JWN     0.01684183
2344     JWN    -0.03399434
3156     JWN    -0.06145062
3302     JWN    -0.02297961
3818     JWN     0.02604350
4164     JWN     0.03611523
4987     JWN     0.01161747
5354     JWN     0.02155740
5728     JWN    -0.04784573
6178     JWN    -0.04074253
6735     JWN    -0.02684375
7162     JWN     0.14959626
7739     JWN     0.02210265
8358     JWN     0.07565489
8982     JWN     0.19349771
9818     JWN     0.18561683
10443    JWN    -0.07165811
10901    JWN     0.08718147
11259    JWN     0.06974831
11511    JWN    -0.11354547
11990    JWN    -0.10696172
12369    JWN    -0.14262880
12474    JWN    -0.16110133

K
      ticker  signal_return
244        K    -0.05616956
630        K    -0.04047850
1435       K    -0.03020562
1775       K     0.02195761
2001       K    -0.01197075
2302       K     0.00139505
3000       K    -0.01587829
3723       K    -0.06798734
4101       K    -0.00413474
4654       K    -0.06937255
4898       K     0.01079195
5801       K    -0.02077537
6351       K     0.02266643
7138       K    -0.08005428
7580       K    -0.01822821
8222       K     0.00651748
8502       K     0.01441677
9290       K     0.06176728
9727       K    -0.02204142
10386      K     0.01242088
10902      K    -0.01335024
11611      K    -0.02286296
12294      K    -0.01430481

KAUFMA
       ticker  signal_return
84     KAUFMA     0.09306984
356    KAUFMA     0.10689664
713    KAUFMA     0.10872062
977    KAUFMA     0.11755022
1291   KAUFMA     0.11159446
1681   KAUFMA     0.11962058
1911   KAUFMA     0.12698751
2142   KAUFMA     0.12725009
2366   KAUFMA     0.13133771
2654   KAUFMA     0.13442795
2910   KAUFMA     0.13919405
3224   KAUFMA     0.14820512
3464   KAUFMA     0.13252112
3819   KAUFMA     0.14305242
4111   KAUFMA     0.14786515
4460   KAUFMA     0.15191210
4747   KAUFMA     0.15378340
5021   KAUFMA     0.15097849
5245   KAUFMA     0.16287648
5443   KAUFMA     0.17481050
5701   KAUFMA     0.16453896
5982   KAUFMA     0.16765209
6323   KAUFMA     0.16460997
6790   KAUFMA     0.16932729
6886   KAUFMA     0.18060786
7163   KAUFMA     0.16642560
7429   KAUFMA     0.18131982
7658   KAUFMA     0.17350079
8026   KAUFMA     0.18235814
8292   KAUFMA     0.19061457
8576   KAUFMA     0.17550468
8896   KAUFMA     0.18703503
9143   KAUFMA     0.18686333
9439   KAUFMA     0.18500855
9819   KAUFMA     0.20155079
10040  KAUFMA     0.19262792
10311  KAUFMA     0.19879451
10604  KAUFMA     0.19323932
11025  KAUFMA     0.19635037
11263  KAUFMA     0.20300761
11491  KAUFMA     0.20195195
11786  KAUFMA     0.19079084
12040  KAUFMA     0.20703961
12323  KAUFMA     0.20430202
12636  KAUFMA     0.20019510

KEY
      ticker  signal_return
440      KEY     0.03177361
978      KEY     0.02938064
1336     KEY    -0.10290497
1514     KEY    -0.08975622
1877     KEY    -0.04981181
3060     KEY    -0.04043823
3675     KEY    -0.03883244
4312     KEY    -0.05596387
4606     KEY    -0.09172466
5087     KEY    -0.01053751
5595     KEY     0.03419498
5967     KEY    -0.02065922
6483     KEY     0.05393882
7227     KEY    -0.05975876
7792     KEY     0.12024913
8211     KEY    -0.12208472
8805     KEY    -0.00334448
9134     KEY    -0.09047119
9440     KEY    -0.05363923
10087    KEY    -0.02021905
10420    KEY     0.08916423
10799    KEY     0.21557944
11131    KEY     0.00382828
11652    KEY    -0.02450880
11991    KEY    -0.02743096

KHC
      ticker  signal_return
7139     KHC    -0.07809289
8027     KHC    -0.04014770
8600     KHC    -0.00126984
8983     KHC     0.03449549
9579     KHC    -0.02390461
10783    KHC     0.03856977
11368    KHC     0.03059672
11701    KHC    -0.03886126
12370    KHC    -0.04200456
12720    KHC    -0.08823669

KIM
      ticker  signal_return
296      KIM    -0.10400895
600      KIM    -0.03292866
1580     KIM     0.03624932
2104     KIM     0.00661816
2491     KIM    -0.01912315
3483     KIM    -0.07637534
3835     KIM     0.04310655
4187     KIM     0.01485563
4543     KIM     0.05539652
5477     KIM     0.01266616
5780     KIM     0.02172283
6382     KIM    -0.04680912
7015     KIM     0.04673215
8056     KIM    -0.01631479
8454     KIM     0.03000230
8966     KIM    -0.00796541
9510     KIM     0.04928745
9846     KIM    -0.06489464
10179    KIM     0.02861356
10649    KIM     0.04463520
11271    KIM    -0.01487573
11666    KIM     0.05754837
12295    KIM     0.14371962
12647    KIM    -0.06635933

KLAC
      ticker  signal_return
119     KLAC     0.02872092
441     KLAC    -0.01268083
1515    KLAC    -0.09489073
1642    KLAC     0.03716541
1863    KLAC    -0.03563852
2655    KLAC     0.06391333
3197    KLAC     0.05968250
3435    KLAC    -0.16983491
3676    KLAC    -0.16149005
3997    KLAC     0.08074322
4461    KLAC    -0.01691047
4781    KLAC    -0.05068279
5246    KLAC    -0.00805238
5818    KLAC    -0.00231998
6196    KLAC     0.01032317
6586    KLAC    -0.04006200
7114    KLAC     0.05547804
7473    KLAC     0.02602080
7968    KLAC    -0.01117484
8455    KLAC     0.04517531
9202    KLAC    -0.00027300
9694    KLAC     0.02710477
9932    KLAC    -0.02182322
10650   KLAC     0.09051781
11461   KLAC     0.06610875
11831   KLAC     0.04291953
12153   KLAC     0.02856598
12607   KLAC    -0.06807361

KMB
      ticker  signal_return
442      KMB     0.10231671
1850     KMB    -0.00623280
2640     KMB     0.00159011
2969     KMB    -0.00827515
3606     KMB     0.06968481
4215     KMB     0.01456082
4728     KMB    -0.06978564
4748     KMB     0.00592887
5114     KMB    -0.02255557
5387     KMB    -0.00629463
6197     KMB     0.03292515
6791     KMB    -0.05107549
7072     KMB     0.00034101
7514     KMB     0.05504515
8091     KMB     0.01658654
8450     KMB     0.02499672
9580     KMB    -0.05941154
9974     KMB     0.03818327
10520    KMB     0.06505871
11422    KMB     0.10171648

KMI
      ticker  signal_return
120      KMI    -0.01543329
917      KMI    -0.07323156
1821     KMI    -0.05078182
2464     KMI     0.04872024
2852     KMI     0.06066630
3755     KMI    -0.12215121
4073     KMI    -0.02807654
4496     KMI    -0.00634326
5315     KMI     0.01337650
5781     KMI     0.05300101
6083     KMI     0.09155164
6430     KMI     0.02927038
6938     KMI    -0.00036291
7340     KMI     0.36078173
7896     KMI    -0.07909378
8333     KMI    -0.04167270
9664     KMI     0.08420255
9993     KMI    -0.05614874
10746    KMI    -0.08646159
11565    KMI    -0.05280869
12194    KMI     0.03165860
12648    KMI    -0.02625385

KMX
      ticker  signal_return
297      KMX    -0.04876965
1054     KMX    -0.16390593
1172     KMX     0.01475081
2021     KMX     0.00114534
2656     KMX    -0.02087998
3314     KMX    -0.13707518
3484     KMX    -0.02070467
3879     KMX     0.02772954
4271     KMX     0.12380005
5266     KMX     0.00245293
6030     KMX     0.05706090
6637     KMX    -0.05040334
7351     KMX    -0.03595535
7740     KMX     0.09572426
8675     KMX    -0.03825289
9367     KMX    -0.21337557
9695     KMX     0.06979576
9959     KMX    -0.06980771
10334    KMX     0.03019530
10707    KMX    -0.14210913
11036    KMX     0.09250425
11295    KMX    -0.02671683
11969    KMX     0.09445141
12538    KMX    -0.09291416

KO
      ticker  signal_return
265       KO    -0.05686152
631       KO     0.01124309
1135      KO    -0.04502206
1398      KO     0.03510971
2084      KO     0.01751617
2624      KO     0.01100753
3001      KO    -0.04876613
3533      KO    -0.05047935
4216      KO    -0.04493857
5115      KO    -0.01300436
5875      KO    -0.03913327
6198      KO    -0.00920326
6736      KO    -0.01924336
7016      KO     0.00830274
7581      KO    -0.05485322
8261      KO     0.04633010
8601      KO    -0.04285899
10180     KO     0.00461325
10482     KO    -0.03174870
10903     KO    -0.03403154
11854     KO     0.01182102
12103     KO     0.01685758
12539     KO     0.04003796

KOLPAK
       ticker  signal_return
35     KOLPAK     0.09068890
339    KOLPAK     0.09701952
701    KOLPAK     0.09602767
962    KOLPAK     0.10933138
1253   KOLPAK     0.12264668
1618   KOLPAK     0.10592238
1837   KOLPAK     0.12637465
2069   KOLPAK     0.12052160
2323   KOLPAK     0.11901987
2585   KOLPAK     0.13345148
2831   KOLPAK     0.13827857
3147   KOLPAK     0.13985065
3380   KOLPAK     0.14242131
3756   KOLPAK     0.14142475
4061   KOLPAK     0.15379385
4368   KOLPAK     0.15444072
4655   KOLPAK     0.15475777
4939   KOLPAK     0.16372751
5180   KOLPAK     0.15476247
5355   KOLPAK     0.16223571
5641   KOLPAK     0.15846504
5889   KOLPAK     0.16055816
6213   KOLPAK     0.16693648
6523   KOLPAK     0.17140278
6830   KOLPAK     0.16294719
7059   KOLPAK     0.16682040
7359   KOLPAK     0.16553704
7571   KOLPAK     0.18529294
7969   KOLPAK     0.17755546
8239   KOLPAK     0.17294098
8503   KOLPAK     0.18538034
8806   KOLPAK     0.19310881
9092   KOLPAK     0.19135101
9357   KOLPAK     0.19172947
9775   KOLPAK     0.18756859
10012  KOLPAK     0.19158437
10279  KOLPAK     0.18854263
10555  KOLPAK     0.18930723
10976  KOLPAK     0.19955313
11227  KOLPAK     0.20228790
11387  KOLPAK     0.19598599
11718  KOLPAK     0.20333783
12000  KOLPAK     0.19110559
12195  KOLPAK     0.20535528
12540  KOLPAK     0.20271851

KORS
      ticker  signal_return
210     KORS    -0.04946790
547     KORS     0.01550810
1028    KORS    -0.08888119
1544    KORS     0.09620966
2821    KORS     0.06860108
3465    KORS     0.02644871
4529    KORS    -0.06526728
5104    KORS    -0.00077694
5323    KORS     0.01263107
5596    KORS     0.24464976
6002    KORS     0.14286351
6393    KORS    -0.11574301
7850    KORS    -0.28397051
8085    KORS     0.14345999
8415    KORS    -0.07869629
8984    KORS     0.03508420
10483   KORS    -0.09739901
11228   KORS     0.06493994
11582   KORS     0.01147240
12437   KORS    -0.12202878
12518   KORS     0.02426957

KR
      ticker  signal_return
143       KR     0.01128016
393       KR     0.01009930
1178      KR     0.08870152
1758      KR     0.04681260
1988      KR     0.01990660
2236      KR     0.02480815
2465      KR     0.02852353
2946      KR    -0.00753113
3283      KR     0.01296834
3579      KR     0.06250893
3989      KR     0.03046815
4287      KR     0.03747208
4544      KR     0.09616309
4850      KR     0.04836732
5136      KR     0.01017223
5478      KR    -0.07478942
6095      KR     0.02268801
6638      KR    -0.04834018
7490      KR     0.03083999
8880      KR     0.02433163
9605      KR    -0.13517830
9878      KR     0.01018726
10134     KR     0.08249356
10904     KR     0.05648212
11210     KR    -0.03164106
11787     KR     0.10770826

KSS
      ticker  signal_return
563      KSS    -0.00273798
1352     KSS    -0.00968624
1989     KSS    -0.04685733
2335     KSS    -0.00550969
2822     KSS    -0.09048573
3085     KSS     0.09741749
3367     KSS    -0.06447228
3899     KSS    -0.07351975
4442     KSS    -0.01572971
4816     KSS     0.16688280
5198     KSS    -0.01519219
5613     KSS     0.02349083
6352     KSS     0.18458011
6887     KSS     0.05190957
7341     KSS    -0.11946884
7678     KSS    -0.01694255
8098     KSS    -0.13413333
8985     KSS     0.09064035
9801     KSS     0.09720986
10905    KSS     0.12967854
11324    KSS     0.04519556
11992    KSS    -0.04009910
12457    KSS    -0.05757607

KSU
      ticker  signal_return
480      KSU     0.06331280
1399     KSU     0.05039966
2367     KSU     0.00925815
2758     KSU    -0.01473459
3315     KSU     0.04029972
4362     KSU    -0.01917513
4749     KSU    -0.10288040
5233     KSU     0.01237909
5579     KSU     0.07558410
6353     KSU    -0.12221961
6737     KSU    -0.02812903
7184     KSU    -0.10705152
7515     KSU     0.11420769
7793     KSU    -0.09034301
8262     KSU     0.04540992
8728     KSU     0.01349370
9511     KSU    -0.12640801
9728     KSU     0.02445873
10280    KSU    -0.03294105
10651    KSU     0.00757451
11832    KSU    -0.04718438
12179    KSU    -0.00442625
12608    KSU     0.09358025

L
      ticker  signal_return
319        L    -0.00813606
1368       L     0.05588046
2324       L    -0.01903235
3030       L    -0.03458242
3551       L    -0.04100586
4380       L     0.00667696
4782       L    -0.07057768
5819       L     0.02188940
6271       L    -0.00888198
6738       L     0.00467987
7314       L     0.01557716
7679       L    -0.07573499
7927       L    -0.01018108
8504       L     0.01510719
8807       L    -0.00151095
9168       L    -0.05850510
9512       L    -0.07412660
9581       L     0.00582385
10316      L    -0.02450921
10719      L     0.03320116
11092      L     0.03963934

LB
      ticker  signal_return
260       LB     0.00161525
731       LB    -0.04592472
1320      LB    -0.00397974
2747      LB    -0.04618279
3119      LB     0.01999199
3392      LB     0.01144936
3804      LB     0.11410624
4128      LB     0.04349574
4504      LB    -0.01669722
4839      LB     0.01509873
5199      LB    -0.04010617
5479      LB     0.01779790
5820      LB    -0.03378265
6214      LB     0.02668124
6814      LB     0.04146695
6980      LB     0.02711389
7275      LB    -0.02815498
8099      LB    -0.01911693
8986      LB    -0.01565579
9788      LB     0.08976335
10737     LB    -0.06322507
11132     LB    -0.19763728
11308     LB     0.04045939
11749     LB     0.01793678
12064     LB    -0.14090046

LEG
      ticker  signal_return
1029     LEG    -0.02029682
1703     LEG     0.03260477
1964     LEG     0.00183655
2492     LEG     0.01590887
3175     LEG     0.02362042
3412     LEG    -0.05113027
3850     LEG     0.10281881
4165     LEG     0.02006006
4505     LEG     0.03522780
5056     LEG     0.01071929
5512     LEG    -0.10728943
5614     LEG     0.03870996
6139     LEG    -0.05148271
6739     LEG     0.05184467
7623     LEG     0.10895289
8305     LEG     0.05489146
8645     LEG     0.01574514
8949     LEG     0.00859232
9189     LEG    -0.00626106
9646     LEG    -0.00019222
10181    LEG     0.07006586
11158    LEG    -0.03537520
11946    LEG     0.02296221
12180    LEG    -0.04144456

LEN
      ticker  signal_return
1097     LEN    -0.01429524
1473     LEN     0.08767517
2120     LEN    -0.00912947
2525     LEN    -0.01547420
2970     LEN    -0.05055038
3805     LEN     0.06074788
4129     LEN    -0.07284773
4871     LEN    -0.02418646
5283     LEN    -0.12673093
5425     LEN    -0.03553407
6096     LEN    -0.02825210
6534     LEN    -0.06100696
7741     LEN     0.11277547
8149     LEN    -0.14706454
8505     LEN     0.01450367
9647     LEN    -0.04919708
10232    LEN     0.07162824
10515    LEN    -0.02125684
11133    LEN    -0.02218289
11423    LEN     0.02092096
11788    LEN     0.05255361

LH
      ticker  signal_return
101       LH    -0.00218710
443       LH     0.04611658
963       LH    -0.04139747
1809      LH     0.06262208
2466      LH     0.00906192
2759      LH    -0.01723606
3294      LH    -0.06634061
3552      LH    -0.05312005
3960      LH    -0.04922946
4509      LH     0.05796926
4988      LH     0.04615956
5234      LH    -0.01786816
5552      LH    -0.00059658
6354      LH    -0.06983010
6740      LH    -0.01846418
6906      LH     0.00924698
7474      LH    -0.00905782
7851      LH     0.14121676
8624      LH     0.07477446
9203      LH     0.00546513
9648      LH     0.03956178
10652     LH     0.00356478
11329     LH    -0.00432556
11678     LH     0.03266693
12181     LH    -0.05213917

LINIFO
       ticker  signal_return
36     LINIFO     0.08936814
320    LINIFO     0.10682320
702    LINIFO     0.10699582
964    LINIFO     0.10543150
1254   LINIFO     0.11827154
1643   LINIFO     0.11461631
1851   LINIFO     0.12365151
2085   LINIFO     0.12054239
2336   LINIFO     0.13340743
2592   LINIFO     0.13272626
2872   LINIFO     0.13343236
3157   LINIFO     0.14615652
3393   LINIFO     0.13825381
3768   LINIFO     0.14873803
4062   LINIFO     0.14849311
4369   LINIFO     0.14689565
4656   LINIFO     0.15941776
4940   LINIFO     0.15707385
5181   LINIFO     0.15960766
5356   LINIFO     0.17260664
5651   LINIFO     0.15907320
5909   LINIFO     0.15862280
6229   LINIFO     0.16856879
6535   LINIFO     0.17566019
6837   LINIFO     0.17205608
7073   LINIFO     0.17334608
7367   LINIFO     0.17244425
7582   LINIFO     0.18621640
7982   LINIFO     0.18133644
8243   LINIFO     0.18431019
8533   LINIFO     0.19468247
8808   LINIFO     0.18718452
9071   LINIFO     0.18736040
9340   LINIFO     0.18713765
9748   LINIFO     0.19474674
9982   LINIFO     0.19427716
10257  LINIFO     0.18510865
10530  LINIFO     0.20040547
10957  LINIFO     0.19946284
11211  LINIFO     0.19983069
11369  LINIFO     0.20161845
11679  LINIFO     0.20270999
11976  LINIFO     0.20446078
12154  LINIFO     0.20644824
12519  LINIFO     0.20853467

LKQ
      ticker  signal_return
85       LKQ     0.01761606
1292     LKQ     0.03312932
1936     LKQ    -0.09981428
2580     LKQ    -0.00982252
3239     LKQ    -0.05948890
3724     LKQ    -0.15113323
4040     LKQ     0.00681898
4630     LKQ    -0.03432123
5041     LKQ     0.02658100
5642     LKQ     0.02998232
5968     LKQ     0.03790065
6741     LKQ    -0.03930115
7624     LKQ     0.04685136
8150     LKQ    -0.19910081
8396     LKQ     0.03423001
8729     LKQ    -0.01915826
9441     LKQ    -0.07984443
9838     LKQ     0.04971032
10088    LKQ    -0.01979159
10683    LKQ    -0.04965777
11898    LKQ     0.07963215

LLL
      ticker  signal_return
37       LLL    -0.02396547
601      LLL     0.05352036
893      LLL     0.03457134
1474     LLL     0.04877340
1776     LLL     0.01100400
1990     LLL    -0.04701138
2312     LLL     0.04370963
3031     LLL    -0.04819895
3998     LLL     0.00840481
4415     LLL    -0.00198531
4966     LLL    -0.02923700
5357     LLL     0.01839938
6199     LLL    -0.05922646
6587     LLL     0.04338956
7205     LLL    -0.01076066
7928     LLL    -0.00480539
8774     LLL     0.11157098
9098     LLL     0.03672679
9615     LLL    -0.00106525
10684    LLL    -0.13133041
11037    LLL    -0.00770754
11618    LLL     0.04739126
12296    LLL    -0.03654514
12520    LLL    -0.03821732

LLY
      ticker  signal_return
272      LLY    -0.02068620
1293     LLY     0.01045759
1695     LLY     0.01639101
2038     LLY    -0.01550936
2657     LLY     0.02562406
2911     LLY    -0.01673216
3368     LLY    -0.01730842
4041     LLY     0.06218071
5182     LLY    -0.00068013
5729     LLY     0.08442036
6097     LLY    -0.05418619
6792     LLY    -0.10230192
6838     LLY    -0.11931232
7115     LLY    -0.08893204
8044     LLY     0.03573445
8506     LLY    -0.08955424
8775     LLY     0.02042242
9358     LLY    -0.10096891
9582     LLY     0.05123615
10708    LLY     0.09703950
11653    LLY     0.08591108
12475    LLY    -0.03250800

LMT
      ticker  signal_return
38       LMT    -0.03652860
564      LMT     0.03871643
841      LMT     0.03843652
1106     LMT     0.01102427
1619     LMT     0.03251039
2526     LMT    -0.05451929
2788     LMT    -0.05999207
2947     LMT     0.02973529
3240     LMT     0.00653337
3517     LMT    -0.00137775
3900     LMT     0.01667507
4217     LMT     0.02107516
4967     LMT     0.00979966
5452     LMT     0.01732839
6155     LMT     0.06315415
6499     LMT    -0.02119179
6999     LMT     0.02723778
7418     LMT    -0.04070151
8534     LMT     0.02781119
8897     LMT     0.03724566
9566     LMT     0.04200124
9951     LMT    -0.09402358
10182    LMT     0.01870799
10585    LMT    -0.13215855
10850    LMT     0.02939085
11789    LMT    -0.00820104
12224    LMT     0.00296436
12609    LMT     0.00142979

LNC
      ticker  signal_return
39       LNC    -0.07927661
481      LNC     0.09519019
795      LNC    -0.00259248
1215     LNC    -0.06062462
1400     LNC    -0.05881663
1810     LNC    -0.04918707
2607     LNC     0.01130510
3241     LNC     0.00128830
3633     LNC    -0.11869978
4143     LNC     0.00759803
4479     LNC    -0.11400517
4631     LNC    -0.11215817
5849     LNC    -0.06672808
6450     LNC     0.14137760
7315     LNC    -0.04268941
7742     LNC     0.26193188
8151     LNC    -0.13034518
8841     LNC     0.04214489
9144     LNC    -0.03259351
9442     LNC    -0.12307094
10058    LNC    -0.02301947
10421    LNC    -0.01271290
10768    LNC     0.23717738
11134    LNC     0.00727060
11492    LNC     0.01665875
11993    LNC    -0.00958768

LNT
      ticker  signal_return
602      LNT     0.01506923
1600     LNT     0.03017188
1829     LNT     0.03273085
2086     LNT     0.00298511
2717     LNT    -0.02968369
3086     LNT    -0.05482750
3820     LNT     0.05520234
4272     LNT     0.03878772
4704     LNT    -0.07413807
5088     LNT    -0.05489675
5782     LNT     0.00084696
6383     LNT    -0.06221099
6793     LNT    -0.01204834
7475     LNT     0.03284236
8057     LNT     0.03916773
8407     LNT     0.04239985
9190     LNT     0.06537597
9596     LNT     0.00444309
10107    LNT    -0.01684694
10387    LNT    -0.02108468
10906    LNT    -0.03706176
11596    LNT     0.00392414
12420    LNT     0.03868291

LOW
      ticker  signal_return
181      LOW     0.01496598
565      LOW    -0.03976502
1545     LOW    -0.11456082
1741     LOW    -0.04413815
2251     LOW    -0.03846628
3002     LOW     0.08024900
3303     LOW    -0.01087783
3821     LOW     0.06968873
4112     LOW     0.06768567
4462     LOW     0.02827107
4763     LOW     0.05804924
5480     LOW    -0.00014195
6031     LOW    -0.00817937
6490     LOW    -0.03690350
7419     LOW    -0.01168207
8152     LOW    -0.11071202
8535     LOW     0.03552841
9072     LOW    -0.00548576
9649     LOW    -0.00329489
10147    LOW     0.02790497
10484    LOW     0.04293840
11135    LOW    -0.07400729
11667    LOW     0.07885180
12225    LOW    -0.00142670
12580    LOW     0.01909155

LRCX
      ticker  signal_return
230     LRCX     0.00422266
1273    LRCX    -0.05933944
1516    LRCX    -0.04782909
2002    LRCX    -0.00277778
2368    LRCX     0.10864553
2674    LRCX     0.05765161
3394    LRCX    -0.08975136
3677    LRCX    -0.18027121
3961    LRCX     0.04826405
4273    LRCX    -0.05588415
5247    LRCX    -0.05781494
5715    LRCX     0.01027250
6411    LRCX     0.04950187
7476    LRCX     0.01110511
7794    LRCX     0.03895858
8153    LRCX    -0.10822993
8507    LRCX     0.02958575
9350    LRCX     0.06009404
9761    LRCX    -0.01102425
10029   LRCX    -0.00309314
10422   LRCX    -0.00333299
10977   LRCX     0.01057549
11268   LRCX     0.04746593
11512   LRCX     0.00884105
11833   LRCX     0.07014912
12155   LRCX     0.07836353
12559   LRCX    -0.01369106

LUK
      ticker  signal_return
121      LUK     0.00914533
548      LUK    -0.03908504
1517     LUK    -0.06932197
2058     LUK     0.01170060
2357     LUK    -0.08049837
3104     LUK    -0.07972662
3534     LUK     0.01308864
4381     LUK    -0.02811807
4968     LUK    -0.03479157
5643     LUK    -0.00739224
6156     LUK    -0.07416907
6298     LUK     0.08841096
6742     LUK     0.01074259
6939     LUK    -0.00550690
7333     LUK     0.06899287
7543     LUK     0.05946024
7929     LUK     0.05266128
8752     LUK     0.03887928
9513     LUK    -0.14654538
9894     LUK     0.01278654
10148    LUK     0.00737080
10747    LUK    -0.21745052
10907    LUK     0.17237123
11493    LUK     0.05768519
11790    LUK    -0.01775182
12496    LUK    -0.05579929

LUV
      ticker  signal_return
211      LUV     0.09631005
549      LUV     0.10493255
842      LUV     0.01977449
1173     LUV     0.05070095
1724     LUV     0.05491483
2303     LUV     0.09229122
2732     LUV     0.03924845
3148     LUV     0.13164985
3395     LUV    -0.14063113
3990     LUV     0.11939822
4729     LUV    -0.01264857
5293     LUV    -0.01784900
5674     LUV     0.09182599
6064     LUV    -0.10716759
6491     LUV    -0.00923106
7039     LUV     0.11772912
7430     LUV    -0.08475408
7930     LUV     0.13381432
8471     LUV     0.05636535
8760     LUV    -0.12386014
9319     LUV    -0.06127342
9879     LUV    -0.04784664
10373    LUV     0.00777044
10908    LUV     0.13393512
11494    LUV     0.08220881
11834    LUV    -0.09443563
12541    LUV     0.02569632

LVLT
      ticker  signal_return
40      LVLT     0.01375117
642     LVLT     0.02414604
1055    LVLT     0.05474155
1557    LVLT     0.02858108
1925    LVLT    -0.03582938
2212    LVLT     0.00856189
2625    LVLT     0.01025426
3634    LVLT    -0.12604072
4063    LVLT    -0.02287478
4817    LVLT     0.06242011
5077    LVLT    -0.02242778
5481    LVLT    -0.02013790
6084    LVLT     0.02326823
6639    LVLT    -0.00454399
6940    LVLT    -0.15150103
7206    LVLT    -0.02044265
7477    LVLT     0.02522320
7897    LVLT     0.06570159
8809    LVLT    -0.04180278
9443    LVLT    -0.13401508
9696    LVLT    -0.08097792
10303   LVLT    -0.00252845
10685   LVLT     0.09061967
11281   LVLT     0.00288014
11873   LVLT    -0.04063445
12182   LVLT    -0.02029079
12690   LVLT    -0.03554175

LYB
      ticker  signal_return
144      LYB     0.04070513
394      LYB     0.00026140
843      LYB    -0.01537808
1153     LYB    -0.02804276
1644     LYB     0.07125362
2244     LYB     0.06439838
2958     LYB     0.04856423
3242     LYB    -0.02365066
3590     LYB     0.16679786
4218     LYB    -0.02343612
4969     LYB    -0.06257009
5300     LYB     0.11449864
6098     LYB     0.06408790
6451     LYB     0.07097371
7000     LYB    -0.00178001
7795     LYB     0.00425426
8508     LYB    -0.00509195
8810     LYB    -0.08245139
9444     LYB    -0.05151353
10354    LYB    -0.00273768
11002    LYB     0.04404069
11424    LYB    -0.01184322
12116    LYB     0.04664901
12497    LYB    -0.01310973

M
      ticker  signal_return
231        M    -0.03984956
632        M     0.13769570
894        M    -0.01102476
1216       M    -0.04978528
1742       M     0.00648598
1991       M    -0.06313230
3232       M    -0.04168742
3725       M    -0.07478319
4074       M     0.02234714
4545       M    -0.05868350
5284       M    -0.04183577
5890       M     0.03850668
6484       M     0.09345572
6846       M     0.06871544
7164       M     0.21732354
7544       M    -0.04910101
8274       M     0.04223811
8967       M     0.11872065
9802       M     0.07628021
10909      M     0.04604887
11309      M    -0.05760837
12451      M     0.07016693

MA
      ticker  signal_return
41        MA    -0.00096934
395       MA     0.05589234
750       MA     0.05805090
1056      MA     0.01626614
2022      MA    -0.03417723
2832      MA    -0.03494997
3553      MA    -0.03727528
3928      MA     0.04883026
4274      MA    -0.03034716
4783      MA    -0.12247846
4989      MA    -0.01074148
5910      MA     0.00201496
6230      MA     0.00615008
6640      MA    -0.02580016
7165      MA    -0.00291033
7743      MA     0.07817871
8154      MA    -0.07406369
8602      MA     0.04926279
9445      MA    -0.01877424
10108     MA     0.04163297
10423     MA     0.01550419
11347     MA    -0.01333477
11835     MA    -0.00222846
12183     MA     0.01429648
12581     MA     0.02131228

MAA
      ticker  signal_return
482      MAA    -0.04335238
881      MAA    -0.00546766
1452     MAA     0.05781957
2028     MAA     0.04476538
2493     MAA    -0.01178419
2823     MAA    -0.03258887
3369     MAA     0.01591311
4102     MAA     0.02291739
4416     MAA     0.08554855
4764     MAA    -0.12016495
5089     MAA    -0.10212267
5835     MAA    -0.03715805
6231     MAA     0.07963667
6536     MAA    -0.05506872
7090     MAA    -0.00070036
7420     MAA     0.01655519
7680     MAA     0.00404107
8109     MAA    -0.09184036
8436     MAA     0.05804770
9004     MAA    -0.04422591
9556     MAA    -0.00088202
9975     MAA     0.01112430
10388    MAA    -0.02776536
11566    MAA     0.02777956
12095    MAA    -0.04118667
12721    MAA     0.01039738

MAC
      ticker  signal_return
933      MAC    -0.02511012
1436     MAC    -0.08720172
1659     MAC     0.00392143
1965     MAC     0.03220484
2277     MAC     0.02670826
2885     MAC    -0.04407974
3087     MAC    -0.04398288
3510     MAC    -0.08318423
3806     MAC     0.03411050
4113     MAC     0.07857509
4463     MAC     0.07417640
5105     MAC    -0.18102873
5275     MAC    -0.03776385
5936     MAC    -0.01446493
6823     MAC    -0.09225977
7060     MAC     0.01796244
7659     MAC    -0.03712079
9005     MAC    -0.04032652
9052     MAC    -0.04872659
9359     MAC     0.08935978
10183    MAC     0.05022190
10653    MAC     0.06755804
11884    MAC    -0.00609329
12297    MAC     0.03627756

MAR
      ticker  signal_return
42       MAR    -0.03989133
577      MAR     0.05393544
1030     MAR     0.05585775
1713     MAR     0.05404080
1980     MAR     0.01741294
2225     MAR     0.05450330
2494     MAR     0.05084383
2779     MAR     0.00182011
3149     MAR     0.05167895
3413     MAR    -0.14255407
3678     MAR    -0.17230566
3915     MAR     0.04814548
4219     MAR     0.00367391
4941     MAR     0.01647317
6032     MAR    -0.01024130
6369     MAR     0.01783972
7185     MAR    -0.09075287
7545     MAR     0.03858068
7931     MAR    -0.02166505
8397     MAR    -0.05467457
9446     MAR    -0.10815741
9697     MAR     0.00824545
10013    MAR    -0.07916436
10851    MAR     0.12345525
11221    MAR    -0.03608791
11597    MAR     0.00283655
12001    MAR     0.00681415
12298    MAR     0.09806466
12610    MAR    -0.02345898

MAS
      ticker  signal_return
182      MAS    -0.13957734
1107     MAS    -0.04941631
1518     MAS    -0.11628330
1795     MAS    -0.03225392
2174     MAS    -0.02377668
3176     MAS     0.05526268
3414     MAS    -0.15455055
4313     MAS    -0.01295040
4566     MAS     0.00886838
5652     MAS    -0.01159013
6246     MAS    -0.22535057
6339     MAS    -0.02929742
7207     MAS     0.04184711
7796     MAS     0.07260773
8155     MAS    -0.21681496
8456     MAS     0.08008813
8776     MAS    -0.02817088
9514     MAS    -0.20550661
9665     MAS     0.10633565
10618    MAS    -0.06930004
11462    MAS     0.01446947
11791    MAS    -0.02024420
12226    MAS     0.05983507
12722    MAS     0.01502995

MAT
      ticker  signal_return
578      MAT     0.04236032
895      MAT     0.01500886
1144     MAT    -0.12123944
1337     MAT     0.19762134
2675     MAT    -0.10555779
2873     MAT     0.03602232
3396     MAT     0.10575183
3787     MAT    -0.05084586
4607     MAT     0.04856026
5165     MAT    -0.03734624
5405     MAT    -0.08151299
6200     MAT     0.08589145
6743     MAT    -0.06456767
6968     MAT    -0.21676927
7166     MAT    -0.00811693
7516     MAT     0.04443488
8086     MAT     0.08140220
8646     MAT    -0.09709227
9515     MAT    -0.12906487
9698     MAT    -0.00089539
10362    MAT    -0.04677518
11229    MAT    -0.05854830
11495    MAT    -0.00579447
12196    MAT    -0.03338899

MCD
      ticker  signal_return
1437     MCD    -0.02899060
1817     MCD    -0.00711168
2044     MCD     0.03459527
2313     MCD    -0.02253891
2853     MCD     0.05497425
3337     MCD    -0.01870636
3769     MCD    -0.05265791
4220     MCD    -0.01845244
4370     MCD    -0.03422556
5032     MCD     0.00322101
5653     MCD    -0.04698563
6744     MCD    -0.05436245
6981     MCD     0.10267826
7451     MCD     0.03880648
7681     MCD     0.01905605
8058     MCD    -0.04713507
8536     MCD     0.03772242
8993     MCD    -0.06064681
9179     MCD     0.02228156
10014    MCD    -0.00942284
10539    MCD    -0.06161290
10966    MCD     0.03383989
11567    MCD     0.03742433
12079    MCD     0.09530321
12421    MCD     0.06567838

MCHP
      ticker  signal_return
650     MCHP     0.01595296
1098    MCHP     0.02043408
1796    MCHP     0.04033313
2553    MCHP     0.00000000
3032    MCHP    -0.07204869
3679    MCHP    -0.07669682
4765    MCHP     0.10353493
5057    MCHP    -0.04927683
5953    MCHP    -0.14055575
6130    MCHP     0.02173750
6641    MCHP    -0.05327539
7001    MCHP     0.06340968
7797    MCHP     0.01036767
8437    MCHP    -0.00432946
8842    MCHP    -0.02573671
9159    MCHP    -0.00375754
9716    MCHP     0.12516314
10109   MCHP    -0.01056517
10817   MCHP     0.01390024
11425   MCHP     0.07799274
12267   MCHP     0.06296654
12649   MCHP    -0.04714929

MCK
      ticker  signal_return
43       MCK     0.04426789
396      MCK     0.11462917
784      MCK    -0.01549032
1198     MCK     0.01513719
1777     MCK    -0.02668021
2059     MCK    -0.05637207
2403     MCK    -0.00127740
2948     MCK    -0.00067178
3316     MCK     0.00633263
3770     MCK    -0.09338224
3880     MCK     0.03404625
4221     MCK    -0.00275574
4546     MCK     0.00515549
4942     MCK     0.01051161
5615     MCK    -0.01735191
6370     MCK     0.08890362
7648     MCK    -0.14786871
7884     MCK     0.08395333
8730     MCK     0.00826426
9073     MCK     0.00071136
9616     MCK     0.01684707
10184    MCK     0.06009237
10502    MCK     0.13735313
11513    MCK    -0.10402131
11859    MCK    -0.02839381
12140    MCK    -0.05183094
12531    MCK     0.05723479

MCO
      ticker  signal_return
183      MCO     0.00405850
444      MCO     0.02714354
785      MCO    -0.01180888
1072     MCO    -0.00922744
1569     MCO     0.04044474
2304     MCO     0.03927458
2733     MCO    -0.00155590
3317     MCO    -0.01310801
3607     MCO     0.03200519
4054     MCO    -0.03710677
4784     MCO    -0.07015022
5166     MCO     0.04846379
5406     MCO     0.03105747
5954     MCO     0.01335564
6642     MCO     0.01801324
7421     MCO    -0.05041598
7798     MCO     0.10234522
8156     MCO    -0.16029174
8777     MCO    -0.04002396
9241     MCO    -0.08704738
9516     MCO    -0.18925769
9717     MCO     0.01937460
10066    MCO     0.02606641
10586    MCO     0.01291897
11230    MCO    -0.04125560
11463    MCO     0.09108307
12130    MCO     0.01597395

MDLZ
      ticker  signal_return
212     MDLZ    -0.01556059
550     MDLZ     0.01370559
924     MDLZ     0.00777424
1237    MDLZ    -0.07781056
1438    MDLZ    -0.02573451
2193    MDLZ     0.04062164
3033    MDLZ    -0.00747066
3485    MDLZ     0.03692259
3999    MDLZ     0.03335407
5116    MDLZ    -0.08465450
5304    MDLZ     0.02795541
5570    MDLZ     0.01534814
6247    MDLZ     0.09256206
7140    MDLZ    -0.05158486
7799    MDLZ     0.09819966
8157    MDLZ    -0.12987861
8761    MDLZ     0.03067304
9221    MDLZ     0.00117620
9517    MDLZ    -0.09345890
10709   MDLZ    -0.05175917
10929   MDLZ    -0.03506620
12227   MDLZ     0.01573803
12611   MDLZ    -0.03565947

MDT
      ticker  signal_return
445      MDT     0.04377218
1179     MDT    -0.09971025
1519     MDT    -0.08644764
1966     MDT    -0.04102938
2467     MDT     0.01561612
3329     MDT     0.00687555
3916     MDT     0.09172380
4222     MDT    -0.00243969
4730     MDT     0.04291836
5011     MDT    -0.00734552
6033     MDT    -0.05533016
6745     MDT     0.01091822
7248     MDT     0.00998301
8811     MDT     0.03398263
9204     MDT     0.04454082
9597     MDT     0.01667056
10485    MDT    -0.01360890
10944    MDT     0.07076314
11282    MDT    -0.07356156
11630    MDT     0.07027477
12351    MDT     0.01328608
12691    MDT     0.03009553

MET
      ticker  signal_return
751      MET    -0.00389940
1073     MET    -0.01193083
1520     MET    -0.08985986
2468     MET     0.02381065
2760     MET    -0.09316289
3635     MET    -0.08009081
4166     MET    -0.02282425
4608     MET    -0.01912472
5580     MET     0.02519585
5850     MET    -0.02175367
6588     MET     0.10962912
7316     MET    -0.03084421
7744     MET     0.10105423
8110     MET    -0.09902770
8843     MET    -0.02221912
9447     MET    -0.08897446
10424    MET     0.00758154
10852    MET     0.10907825
11554    MET    -0.06343268

MGM
      ticker  signal_return
44       MGM     0.04754281
810      MGM    -0.20387007
1000     MGM     0.16949592
1321     MGM    -0.02143213
1704     MGM    -0.01691452
2700     MGM    -0.01242720
3284     MGM     0.04506233
3636     MGM    -0.02219231
4382     MGM    -0.07114793
5200     MGM    -0.06415931
5983     MGM    -0.00268025
6412     MGM    -0.09040270
7220     MGM    -0.00131666
7932     MGM     0.16764458
8647     MGM    -0.02869239
9191     MGM    -0.02946487
10135    MGM     0.05676104
10800    MGM     0.08630595
11136    MGM    -0.01446132
11680    MGM    -0.03072702
12299    MGM     0.04592476

MHK
      ticker  signal_return
654      MHK     0.00087197
1031     MHK     0.00197797
1915     MHK    -0.00414591
2971     MHK    -0.14830549
3177     MHK    -0.01621676
3726     MHK    -0.13394190
4130     MHK     0.04352527
4609     MHK     0.05018407
4899     MHK     0.03811942
5654     MHK     0.01835973
5955     MHK     0.00415929
6272     MHK     0.06374203
6941     MHK    -0.09210459
7800     MHK     0.10006261
8158     MHK    -0.16713010
8603     MHK     0.02797887
9448     MHK    -0.09908683
9789     MHK     0.03446114
10128    MHK    -0.07916305
10486    MHK    -0.01653016
11426    MHK     0.04628941
11792    MHK    -0.00197494
12156    MHK    -0.02363114

MKC
      ticker  signal_return
236      MKC    -0.03577291
672      MKC    -0.03083403
1439     MKC    -0.00975320
1926     MKC     0.01051552
2194     MKC    -0.00292337
2416     MKC    -0.01028644
3003     MKC    -0.03212893
3554     MKC    -0.06041037
3962     MKC     0.04411972
4443     MKC    -0.01206627
5267     MKC    -0.02139654
5616     MKC    -0.02539901
5956     MKC     0.00465168
6371     MKC    -0.03650765
7141     MKC    -0.00974930
7478     MKC     0.00353098
8003     MKC    -0.12432036
8059     MKC     0.05839544
8509     MKC    -0.00281215
9384     MKC     0.02205290
10149    MKC     0.04036193
10487    MKC    -0.01695402
11093    MKC    -0.05503262
11464    MKC     0.03205205
11899    MKC     0.00558494
12542    MKC    -0.01150625

MLM
      ticker  signal_return
662      MLM    -0.05091298
1274     MLM     0.07851575
1660     MLM     0.04126567
1864     MLM    -0.01082296
2568     MLM    -0.02244329
3580     MLM     0.02877595
4872     MLM     0.01477131
5528     MLM    -0.00257802
6215     MLM     0.11170970
7276     MLM    -0.10822182
7691     MLM     0.08915247
8398     MLM     0.03006596
8676     MLM     0.03372657
8994     MLM     0.05260877
9617     MLM     0.02642790
10185    MLM     0.02828190
10488    MLM    -0.17729486
10801    MLM     0.12985661
11465    MLM    -0.14813575
11750    MLM    -0.02470381
12371    MLM    -0.06607056

MMC
      ticker  signal_return
184      MMC     0.03124654
446      MMC     0.03598914
786      MMC     0.00232435
1422     MMC    -0.04600233
1778     MMC     0.01239979
2417     MMC     0.03152488
2812     MMC    -0.01583045
3680     MMC    -0.11395971
3929     MMC     0.05895831
4251     MMC     0.00332488
4785     MMC    -0.04686254
5183     MMC    -0.00449439
5571     MMC    -0.00432265
5861     MMC    -0.03192978
6643     MMC     0.03046666
7508     MMC    -0.03744951
7852     MMC    -0.04401098
8240     MMC     0.02665907
8510     MMC     0.04553171
8778     MMC     0.02196167
9135     MMC     0.01934472
9385     MMC    -0.01620524
10540    MMC    -0.03899041
10978    MMC    -0.00887085
11555    MMC     0.06498774
11970    MMC    -0.02825140
12612    MMC     0.01979494

MNST
      ticker  signal_return
250     MNST    -0.11298686
896     MNST     0.11910028
1238    MNST     0.01238362
1601    MNST     0.00410229
2045    MNST    -0.04503547
2626    MNST    -0.07412953
3034    MNST    -0.32089546
3158    MNST    -0.03804481
3608    MNST     0.02760347
4032    MNST    -0.01745001
4547    MNST     0.02057001
5022    MNST     0.10552476
5742    MNST    -0.06079485
6248    MNST     0.04393550
7317    MNST     0.03492605
8060    MNST     0.07319122
8939    MNST     0.04268962
9242    MNST     0.04155767
10186   MNST     0.01165697
10769   MNST     0.05038905
11805   MNST    -0.12568822
11855   MNST    -0.02371146
12560   MNST     0.03498667

MO
      ticker  signal_return
514       MO     0.05430098
1032      MO    -0.01755277
1453      MO    -0.02541681
1937      MO     0.03040551
2175      MO     0.03935838
2404      MO     0.02574205
2813      MO    -0.04232939
3343      MO     0.07684838
3963      MO     0.03974570
4252      MO    -0.01554009
4610      MO     0.06487946
4900      MO    -0.06771145
5256      MO    -0.04056596
5802      MO    -0.04455504
6201      MO     0.04905113
7017      MO     0.02936761
8061      MO     0.00749922
8379      MO     0.01303183
8677      MO    -0.00520547
9017      MO     0.01566612
9291      MO     0.06720845
10187     MO     0.01658815
11176     MO     0.03066198
11370     MO     0.04260179
11681     MO     0.04117136

MON
      ticker  signal_return
122      MON     0.01363449
551      MON     0.02716760
824      MON     0.01613224
1108     MON    -0.05902301
1440     MON    -0.01760446
2003     MON    -0.04223276
2373     MON     0.02303524
2692     MON    -0.08337865
2991     MON    -0.02341056
3555     MON    -0.01701404
4042     MON     0.02875530
4480     MON    -0.03083508
4877     MON    -0.03354125
5235     MON    -0.03719407
5876     MON     0.03800015
6324     MON     0.08116858
6794     MON     0.05801396
6888     MON    -0.08982378
7479     MON     0.01610636
7933     MON     0.06220911
8858     MON     0.06619081
9114     MON     0.01572477
10748    MON    -0.03660385
11110    MON     0.01257998
11314    MON     0.00166328
11793    MON     0.00439214
12268    MON    -0.00772602
12667    MON     0.01126319

MOS
      ticker  signal_return
691      MOS    -0.03739446
1792     MOS    -0.00664187
2641     MOS    -0.05772787
2804     MOS     0.02394300
3535     MOS     0.02785568
4114     MOS    -0.04595580
4731     MOS     0.08694287
5033     MOS    -0.13596456
5276     MOS     0.03286313
6299     MOS     0.07126037
6746     MOS     0.11406818
6873     MOS    -0.07323651
7560     MOS     0.17302691
8021     MOS    -0.08470217
8399     MOS    -0.17988791
10089    MOS    -0.20949403
10281    MOS     0.07016078
11003    MOS    -0.02100464
11427    MOS    -0.00961257
11927    MOS    -0.00314191
12104    MOS     0.17207231
12458    MOS    -0.03406984

MPC
      ticker  signal_return
145      MPC    -0.03312594
752      MPC     0.08285427
1154     MPC    -0.04721069
1822     MPC    -0.10453781
2226     MPC    -0.06077462
2693     MPC     0.04470441
3178     MPC    -0.02142899
3757     MPC    -0.18776804
4019     MPC    -0.00518841
4632     MPC    -0.26711914
4851     MPC     0.01378076
6065     MPC     0.00315663
6644     MPC     0.04675627
7249     MPC     0.12043591
7853     MPC     0.40752395
8859     MPC    -0.11148540
9320     MPC    -0.11964388
9888     MPC     0.03951357
10150    MPC    -0.02540633
11004    MPC     0.04578739
11264    MPC    -0.02210145
12447    MPC     0.02738225

MRK
      ticker  signal_return
261      MRK    -0.06703102
614      MRK    -0.09078960
871      MRK     0.00401780
1155     MRK     0.06684605
1602     MRK     0.01973222
2205     MRK    -0.04031123
3105     MRK    -0.09491797
3243     MRK     0.01646043
3771     MRK    -0.08036592
4314     MRK    -0.01165603
4567     MRK    -0.06677916
5124     MRK    -0.03212374
5462     MRK    -0.00870736
6524     MRK    -0.10028192
6645     MRK     0.08120090
7854     MRK     0.04504815
8438     MRK     0.03418347
8731     MRK    -0.02992878
9270     MRK     0.02809669
9650     MRK     0.07324107
10463    MRK    -0.06214181
10605    MRK    -0.02519434
11556    MRK     0.03671260
12197    MRK    -0.03008105

MRO
      ticker  signal_return
787      MRO    -0.02633860
1322     MRO     0.00674145
1950     MRO     0.02772122
2527     MRO     0.05880987
2933     MRO    -0.00855077
3253     MRO    -0.04990955
3536     MRO     0.09246772
4223     MRO     0.01182622
5337     MRO    -0.08671530
5937     MRO     0.10913994
6273     MRO     0.30749322
6646     MRO    -0.02387048
7561     MRO     0.49143509
7970     MRO     0.08865680
8701     MRO    -0.09424368
9598     MRO    -0.19360952
9994     MRO    -0.15815549
10710    MRO    -0.12790609
11005    MRO     0.10529983
11885    MRO    -0.07199218
12407    MRO     0.10451861

MS
      ticker  signal_return
45        MS    -0.05381160
483       MS     0.02203897
825       MS     0.00129408
1294      MS    -0.07272589
1521      MS    -0.07163762
2060      MS    -0.06661532
2528      MS     0.01367755
2934      MS    -0.02152956
3244      MS     0.02369368
4275      MS     0.05823791
4786      MS    -0.06561138
5338      MS     0.01441807
5655      MS     0.02274277
5969      MS     0.00817342
6589      MS     0.09081381
7318      MS    -0.02083111
7745      MS     0.19255585
8159      MS    -0.09823328
8844      MS    -0.00078762
9518      MS    -0.21352523
9762      MS     0.06064274
9995      MS     0.03347593
10425     MS     0.01689208
10818     MS     0.22349540
11159     MS    -0.02016524
11568     MS     0.04704164

MSFT
      ticker  signal_return
603     MSFT     0.05780741
899     MSFT    -0.02227618
1255    MSFT    -0.06086002
1865    MSFT     0.00504415
2529    MSFT     0.01222011
2854    MSFT     0.00000000
3318    MSFT     0.00391305
4000    MSFT     0.02660970
4772    MSFT    -0.03778880
5444    MSFT    -0.01397712
6747    MSFT    -0.05189292
7091    MSFT     0.12136986
7480    MSFT     0.01954693
7971    MSFT    -0.00898093
8625    MSFT    -0.07759339
8930    MSFT    -0.04620711
9519    MSFT    -0.15871240
9699    MSFT     0.08963901
10587   MSFT     0.01810209
11177   MSFT     0.01043432
11496   MSFT     0.01145279
12056   MSFT     0.04099851
12352   MSFT     0.01990741
12723   MSFT    -0.04023572

MSI
      ticker  signal_return
220      MSI     0.00693072
566      MSI     0.03433949
1033     MSI    -0.00090730
2874     MSI     0.05410144
3254     MSI    -0.03010964
3901     MSI     0.02375555
4481     MSI    -0.02190254
5358     MSI     0.02300485
5821     MSI     0.00442014
6384     MSI     0.07043244
6822     MSI    -0.00099612
7142     MSI     0.02756769
7934     MSI     0.04601667
8275     MSI     0.04630391
8632     MSI    -0.00476696
9449     MSI    -0.05060559
9895     MSI     0.08928669
10115    MSI    -0.02987780
10749    MSI    -0.10117404
10930    MSI     0.02724429
11200    MSI    -0.01281604
11583    MSI    -0.03631223
11947    MSI    -0.02855977

MTB
      ticker  signal_return
86       MTB    -0.01165857
872      MTB    -0.00026850
1522     MTB    -0.08126432
1759     MTB     0.03248820
2530     MTB     0.00740804
3106     MTB    -0.05222593
3344     MTB    -0.01239353
3772     MTB    -0.08079260
4276     MTB    -0.01275821
4633     MTB    -0.06764487
5167     MTB    -0.02170183
5453     MTB    -0.03094317
5970     MTB     0.03857227
6647     MTB     0.01253952
7746     MTB     0.06745736
8212     MTB    -0.10603564
8732     MTB    -0.00051948
9520     MTB    -0.05081055
10654    MTB     0.17774890
11071    MTB     0.07808485
11466    MTB     0.04567334
11836    MTB    -0.10449599
12117    MTB    -0.06465259

MTD
      ticker  signal_return
87       MTD     0.02213150
484      MTD     0.00072757
826      MTD    -0.04936877
1338     MTD    -0.04777398
1523     MTD    -0.04319317
1916     MTD    -0.00909175
2495     MTD     0.02936680
2912     MTD     0.02764113
3207     MTD    -0.01024432
3591     MTD    -0.04442727
4033     MTD     0.05024842
4444     MTD    -0.01539963
4818     MTD     0.00541434
5201     MTD    -0.03123478
5862     MTD    -0.01615496
6485     MTD     0.09328974
6889     MTD    -0.07339133
7250     MTD     0.08884894
8577     MTD     0.05519603
9042     MTD     0.02265400
9763     MTD     0.02942393
10363    MTD    -0.04671172
10802    MTD    -0.02517088
11546    MTD     0.10039067
12157    MTD     0.12472265
12543    MTD     0.03974033

MU
      ticker  signal_return
185       MU    -0.01782370
732       MU     0.17507194
1199      MU     0.01000425
1581      MU    -0.00807433
1946      MU    -0.12732965
2143      MU     0.01403399
2388      MU     0.14689501
2734      MU    -0.04360938
3522      MU    -0.06589209
3681      MU    -0.17213430
4188      MU    -0.01755922
4611      MU    -0.00598175
5117      MU     0.01753790
5836      MU     0.35684509
6131      MU    -0.08759430
6500      MU     0.01485911
7546      MU     0.09873484
7935      MU     0.21879977
8968      MU    -0.27079020
9180      MU     0.02100427
9820      MU     0.09797132
10067     MU     0.06246659
10979     MU     0.05527389
11260     MU    -0.01477003
11520     MU    -0.03108188
11860     MU     0.12242181
12650     MU     0.03079140

MYL
      ticker  signal_return
88       MYL     0.02600197
703      MYL     0.03693721
1239     MYL    -0.02488841
1682     MYL     0.10969892
3088     MYL     0.02066276
3930     MYL     0.11257142
5125     MYL     0.17231402
5388     MYL    -0.03741325
6232     MYL     0.18819124
6648     MYL     0.06705301
6874     MYL     0.10484681
7376     MYL     0.07104367
8213     MYL    -0.15985967
8931     MYL    -0.00608474
9764     MYL     0.03538350
10116    MYL     0.04529366
10444    MYL     0.07611449
11654    MYL     0.04978295
12118    MYL    -0.03315798

NAVI
      ticker  signal_return
2824    NAVI    -0.05129329
3796    NAVI     0.09232591
4083    NAVI     0.01050952
4445    NAVI    -0.11309605
5891    NAVI     0.11169911
6325    NAVI     0.18537966
6795    NAVI    -0.04816340
6956    NAVI    -0.14241273
7747    NAVI     0.13601782
8439    NAVI     0.01492565
8733    NAVI     0.00392928
9450    NAVI    -0.19410561
9765    NAVI     0.01176077
10136   NAVI     0.00542742
10588   NAVI    -0.30178023
10853   NAVI     0.08962737
11867   NAVI    -0.01022155
12184   NAVI    -0.15508803
12498   NAVI    -0.16118984

NBL
      ticker  signal_return
46       NBL    -0.02092158
397      NBL     0.05444101
1180     NBL     0.05325640
1549     NBL    -0.11916280
1951     NBL     0.01437468
2642     NBL    -0.05864873
2992     NBL    -0.04504394
3592     NBL     0.14064632
4224     NBL     0.02783398
4530     NBL    -0.13362089
5339     NBL    -0.16252165
6034     NBL     0.18372902
6394     NBL     0.01012516
7018     NBL     0.01525934
7885     NBL     0.03657730
8511     NBL    -0.05771122
8860     NBL    -0.00715365
9256     NBL    -0.03391075
11072    NBL     0.00287845
11732    NBL     0.09011508
12012    NBL    -0.03516453
12372    NBL     0.08763442

NDAQ
      ticker  signal_return
340     NDAQ     0.07992675
753     NDAQ     0.03900002
1981    NDAQ    -0.03082247
2676    NDAQ     0.06426514
2949    NDAQ     0.01247515
3245    NDAQ    -0.01723696
3727    NDAQ    -0.09649189
4189    NDAQ     0.08607194
4901    NDAQ     0.01303560
5617    NDAQ    -0.00898286
6431    NDAQ    -0.03273900
7061    NDAQ     0.04973499
8062    NDAQ     0.02059295
8359    NDAQ     0.01739853
8940    NDAQ    -0.06219621
9666    NDAQ     0.05946395
10464   NDAQ     0.01455895
11189   NDAQ    -0.01099982
11529   NDAQ     0.02298307
12390   NDAQ    -0.00088443

NEE
      ticker  signal_return
655      NEE    -0.04122039
1339     NEE     0.03736178
1830     NEE     0.02099787
2105     NEE    -0.01689195
2694     NEE    -0.03023126
3902     NEE     0.04386387
4446     NEE     0.03726794
4773     NEE    -0.06184480
5090     NEE    -0.06700508
6003     NEE    -0.04284872
6202     NEE     0.04209668
6525     NEE    -0.12191160
6810     NEE    -0.02281074
7983     NEE     0.03302617
8281     NEE     0.01446386
8604     NEE    -0.02976385
8969     NEE     0.01016023
9222     NEE     0.06307501
10389    NEE    -0.05712571
10854    NEE    -0.00232290
11514    NEE     0.07516451
11948    NEE    -0.01059421
12408    NEE     0.06739937

NEM
      ticker  signal_return
341      NEM    -0.07335493
906      NEM     0.02562964
1475     NEM    -0.08982378
1838     NEM    -0.07740423
2176     NEM    -0.12252014
2395     NEM    -0.10253509
3128     NEM    -0.06351087
3436     NEM     0.07501928
3851     NEM     0.11653382
4676     NEM     0.08180118
4990     NEM    -0.10734515
5597     NEM    -0.14244343
6099     NEM     0.31222595
6452     NEM     0.02763995
7002     NEM     0.00368907
7984     NEM    -0.42067684
8082     NEM     0.21149445
8360     NEM    -0.00651991
8686     NEM     0.15943859
9060     NEM    -0.00693696
9583     NEM     0.11755579
9880     NEM    -0.17234100
10390    NEM    -0.10258294
10931    NEM    -0.03298476
11574    NEM    -0.13858973
11928    NEM    -0.08089704

NFLX
      ticker  signal_return
262     NFLX     0.00822191
1369    NFLX     0.10609856
1725    NFLX    -0.16528628
2008    NFLX    -0.02074331
2496    NFLX     0.09777962
3233    NFLX    -0.07902415
3788    NFLX    -0.04780228
4371    NFLX     0.00859851
4705    NFLX     0.14807283
5042    NFLX    -0.14397551
5344    NFLX     0.04317844
5632    NFLX     0.06436525
6157    NFLX     0.19644528
7377    NFLX     0.04622496
8032    NFLX    -0.03641074
8702    NFLX    -0.14122590
9043    NFLX    -0.06625377
9521    NFLX    -0.06882879
10374   NFLX     0.19614291
11296   NFLX     0.07292609
11584   NFLX    -0.02588777
12057   NFLX     0.02757785
12353   NFLX     0.04941835
12724   NFLX    -0.10034158

NFX
      ticker  signal_return
277      NFX     0.05918887
934      NFX     0.06972283
1743     NFX     0.09978947
1952     NFX     0.00883565
2213     NFX     0.08165486
2531     NFX     0.14483396
2913     NFX    -0.06522297
3537     NFX     0.23249385
4331     NFX     0.00211551
4592     NFX    -0.28349382
4943     NFX    -0.04702382
5294     NFX     0.03284967
6326     NFX     0.11120659
6992     NFX     0.08443283
7597     NFX     0.29126612
8472     NFX     0.05884903
8779     NFX     0.08376988
9099     NFX    -0.01238253
9368     NFX     0.03483395
9896     NFX    -0.03474737
10324    NFX    -0.06136895
10784    NFX    -0.18719865
11073    NFX    -0.09213081
11751    NFX     0.12182131
12613    NFX     0.16989904

NI
      ticker  signal_return
447       NI     0.03458018
788       NI    -0.04313592
1074      NI     0.04347216
1582      NI    -0.00989531
2227      NI     0.00940994
2430      NI     0.04311236
3263      NI    -0.02381980
3523      NI     0.01795729
3931      NI    -0.01258774
4491      NI     0.01817186
4819      NI    -0.05212988
5126      NI    -0.06314901
5633      NI     0.01894862
5892      NI    -0.07751377
6285      NI    -0.06775742
6796      NI    -0.07375518
6964      NI     0.03730098
7403      NI    -0.03879462
8016      NI     0.08460642
8361      NI     0.06414677
8812      NI     0.00352662
9223      NI     0.08612518
9606      NI    -0.02503583
10090     NI    -0.03257348
10391     NI     0.02093243
10750     NI     0.01735203
11682     NI     0.03595796
12269     NI     0.03588648
12614     NI     0.01090778

NKE
      ticker  signal_return
47       NKE     0.04766934
485      NKE     0.04241693
1323     NKE    -0.02449651
1811     NKE    -0.08698850
2707     NKE     0.00922610
3004     NKE     0.00138078
3319     NKE     0.09581978
3822     NKE     0.06233646
4115     NKE     0.00422452
4811     NKE    -0.06662541
5058     NKE     0.02143941
5634     NKE    -0.01291526
5911     NKE     0.06217724
6233     NKE     0.01622060
6907     NKE     0.04328935
7445     NKE    -0.05724584
7801     NKE     0.04581215
8160     NKE    -0.08571219
8554     NKE    -0.08308606
9074     NKE     0.04544164
9451     NKE    -0.08297841
10015    NKE    -0.06668796
10335    NKE     0.02433118
10720    NKE    -0.00892775
11315    NKE    -0.02080480
11612    NKE     0.02315656
11977    NKE    -0.04478490
12476    NKE    -0.03843562

NLSN
      ticker  signal_return
89      NLSN     0.04551224
448     NLSN     0.05266402
796     NLSN     0.11686490
1683    NLSN    -0.03920658
2677    NLSN    -0.00498133
3035    NLSN    -0.01845996
3370    NLSN     0.07727186
4339    NLSN    -0.04297360
5023    NLSN    -0.05865957
6340    NLSN    -0.09091122
6748    NLSN    -0.08280276
7104    NLSN    -0.03972362
8004    NLSN    -0.08524605
8063    NLSN     0.04427119
8362    NLSN     0.04242134
8813    NLSN    -0.03719164
9243    NLSN    -0.04984044
9522    NLSN    -0.07707915
9766    NLSN    -0.03773335
10556   NLSN    -0.19648620
10619   NLSN     0.05465484
11094   NLSN     0.00380681
11388   NLSN    -0.09608688
11619   NLSN    -0.01286574
12270   NLSN     0.02200114

NOC
      ticker  signal_return
102      NOC     0.02230882
449      NOC     0.08894537
844      NOC     0.00997065
1126     NOC    -0.02298145
1726     NOC    -0.00397873
2897     NOC     0.01278556
3285     NOC     0.02450858
3917     NOC     0.04673108
4315     NOC    -0.02419169
4732     NOC     0.09560058
5513     NOC    -0.03779599
5912     NOC     0.02292484
6355     NOC    -0.05304274
7040     NOC     0.02491420
8605     NOC     0.03443188
8919     NOC     0.03479809
9292     NOC     0.01539016
10188    NOC    -0.02915411
10655    NOC     0.08220925
11770    NOC    -0.03021279
12228    NOC     0.00124351
12615    NOC     0.00729898

NOV
      ticker  signal_return
186      NOV     0.02041649
486      NOV     0.02571330
1370     NOV     0.01749316
2009     NOV     0.01158411
2449     NOV     0.08671478
2761     NOV    -0.00180843
3272     NOV    -0.09571579
3466     NOV     0.10324501
4225     NOV    -0.00319731
4593     NOV     0.11278276
5168     NOV    -0.16546444
5837     NOV     0.07198995
6179     NOV     0.06447753
6552     NOV    -0.02399052
7524     NOV     0.08598070
7855     NOV     0.05280623
8941     NOV    -0.09970384
9271     NOV    -0.15437605
10336    NOV     0.00796379
10751    NOV    -0.18031264
11160    NOV    -0.04644837
11794    NOV    -0.06615299
12158    NOV     0.07082861
12616    NOV     0.02836552

NRG
      ticker  signal_return
487      NRG    -0.06764806
882      NRG    -0.06829087
1823     NRG     0.09433742
2177     NRG     0.02100472
2389     NRG     0.03997202
2855     NRG     0.11135292
3758     NRG    -0.16955811
4001     NRG    -0.12318184
4372     NRG    -0.03202383
4688     NRG    -0.05493945
5059     NRG    -0.06336211
6035     NRG     0.05615510
6413     NRG     0.04073883
6818     NRG     0.12709846
7167     NRG     0.14439200
7452     NRG     0.02174944
8334     NRG     0.06756642
8920     NRG     0.05845152
9181     NRG    -0.14352359
9923     NRG     0.04218692
10233    NRG    -0.01356873
10656    NRG    -0.04929890
11161    NRG     0.07794148
11330    NRG     0.18514335
11900    NRG     0.05659835
12373    NRG    -0.01822231

NSC
      ticker  signal_return
187      NSC     0.02650253
515      NSC     0.09251386
935      NSC     0.00965548
1570     NSC    -0.00327748
1818     NSC    -0.00502566
2314     NSC     0.04184627
2643     NSC     0.02885459
2914     NSC    -0.00883584
3304     NSC     0.01426766
4043     NSC    -0.11358944
5324     NSC     0.00865819
5618     NSC     0.05319443
6004     NSC     0.06757753
6441     NSC     0.05594807
7334     NSC    -0.02629624
7886     NSC     0.05303465
8512     NSC    -0.01423122
8881     NSC    -0.06004798
9523     NSC    -0.15188909
9718     NSC    -0.01782382
10068    NSC     0.00498701
10364    NSC    -0.05061028
10855    NSC     0.10756456
11178    NSC    -0.01218973
11380    NSC     0.07681261
11719    NSC    -0.10245945
12637    NSC    -0.02357332

NTAP
      ticker  signal_return
48      NTAP    -0.04762805
567     NTAP    -0.03274027
1295    NTAP    -0.05698268
1797    NTAP     0.03945646
2178    NTAP    -0.02148189
2762    NTAP     0.02307641
3150    NTAP     0.02743165
3381    NTAP    -0.11060469
4531    NTAP     0.01532059
4902    NTAP     0.00217067
5241    NTAP    -0.01265251
5687    NTAP    -0.06577713
6119    NTAP    -0.00878483
6553    NTAP    -0.07843994
6831    NTAP     0.05159439
7143    NTAP    -0.10445601
7562    NTAP     0.23418352
7972    NTAP    -0.03705761
8950    NTAP    -0.09140087
9790    NTAP     0.27101581
10030   NTAP     0.02022843
10738   NTAP    -0.09972362
10980   NTAP    -0.01227009
11613   NTAP     0.06975575

NTRS
      ticker  signal_return
266     NTRS    -0.06176362
633     NTRS     0.02555388
1034    NTRS     0.02231938
1353    NTRS    -0.01723764
1798    NTRS     0.04131853
2915    NTRS     0.01338064
3234    NTRS     0.02317849
3773    NTRS    -0.08084124
4634    NTRS    -0.12572996
4852    NTRS     0.01752030
5152    NTRS    -0.00740175
5407    NTRS     0.03080244
5851    NTRS    -0.03316093
6649    NTRS     0.05342667
7285    NTRS     0.01311936
7802    NTRS     0.11269774
8214    NTRS    -0.19272777
8734    NTRS     0.02641911
9145    NTRS    -0.02976708
9524    NTRS    -0.09888590
10426   NTRS     0.00166759
10803   NTRS     0.15930609
11137   NTRS     0.00591685

NUE
      ticker  signal_return
188      NUE    -0.01345705
488      NUE     0.04814683
1401     NUE    -0.01909463
2039     NUE    -0.00918315
2305     NUE    -0.04757758
2708     NUE    -0.04286513
3179     NUE     0.03606138
3415     NUE    -0.15723700
3682     NUE    -0.10642749
4517     NUE     0.03036736
5184     NUE    -0.03113634
5463     NUE    -0.03594923
6036     NUE     0.01139550
6749     NUE     0.05735716
6875     NUE    -0.05674996
7583     NUE     0.08595967
8335     NUE     0.12104950
8735     NUE    -0.03061252
9272     NUE     0.00305018
9651     NUE     0.00674539
10189    NUE    -0.01939964
10804    NUE     0.24499539
11138    NUE    -0.09561051
11530    NUE    -0.09704579
12499    NUE     0.02745837

NVDA
      ticker  signal_return
49      NVDA    -0.03168710
681     NVDA    -0.06714546
733     NVDA    -0.06107319
1200    NVDA    -0.04500760
1620    NVDA     0.05718447
2161    NVDA    -0.04538778
2577    NVDA    -0.02057096
2972    NVDA    -0.07989644
3295    NVDA    -0.07459655
3683    NVDA    -0.16112288
4190    NVDA    -0.01566108
4903    NVDA     0.02158096
5221    NVDA    -0.06059799
6037    NVDA     0.01957403
6453    NVDA    -0.05079498
6965    NVDA     0.15148014
7319    NVDA     0.05196100
7973    NVDA     0.00443624
8537    NVDA     0.08935016
9053    NVDA     0.13511743
9386    NVDA     0.11995752
9803    NVDA     0.11586549
10271   NVDA     0.03001463
10606   NVDA     0.27379741
11212   NVDA     0.02402277
12448   NVDA     0.27764325

NWL
      ticker  signal_return
398      NWL     0.06406899
883      NWL     0.06072153
1156     NWL    -0.06830989
1839     NWL     0.02206986
2532     NWL     0.01947388
2795     NWL     0.01722590
3120     NWL     0.02983881
3449     NWL    -0.04516897
3774     NWL    -0.08090989
4084     NWL    -0.02115525
4417     NWL     0.02643326
4904     NWL    -0.01190783
5285     NWL    -0.01503411
5852     NWL    -0.00880201
6158     NWL     0.02692828
6537     NWL    -0.03072224
6750     NWL    -0.03919825
6957     NWL    -0.11501295
7342     NWL     0.05285634
7856     NWL     0.13927958
8538     NWL     0.04258870
8951     NWL     0.01472531
9821     NWL     0.09428243
10721    NWL     0.00753517
11095    NWL     0.01753847
11575    NWL    -0.09667511
11771    NWL    -0.02076055
12391    NWL    -0.15752271
12429    NWL     0.01960269

NWS
      ticker  signal_return
50       NWS    -0.05129329
579      NWS     0.00450451
1340     NWS    -0.02881705
2748     NWS    -0.02920333
3556     NWS     0.04393471
4853     NWS     0.03244202
5389     NWS    -0.00260247
5783     NWS     0.03526117
6085     NWS    -0.01649374
6751     NWS     0.00229731
6942     NWS    -0.17708278
7228     NWS    -0.06816265
7713     NWS     0.03256102
8111     NWS    -0.01084700
8578     NWS    -0.02118082
9341     NWS    -0.10682244
9822     NWS     0.07140687
10375    NWS    -0.18567614
10607    NWS     0.09115217
11620    NWS    -0.07241258
12058    NWS    -0.05244648
12692    NWS     0.00356507

NWSA
      ticker  signal_return
51      NWSA    -0.07108975
580     NWSA     0.01549529
900     NWSA    -0.00278785
1371    NWSA    -0.06725715
1760    NWSA    -0.07356257
2749    NWSA    -0.03370323
3557    NWSA     0.02825136
4854    NWSA     0.02550229
5390    NWSA    -0.01025650
5838    NWSA     0.02785695
6442    NWSA     0.05121822
6943    NWSA    -0.17974161
7229    NWSA    -0.07061757
7714    NWSA     0.04238939
8112    NWSA    -0.02754506
8648    NWSA    -0.04794631
9452    NWSA    -0.12484598
9791    NWSA     0.08502843
10059   NWSA    -0.00434243
10376   NWSA    -0.17445239
10608   NWSA     0.10048934
11621   NWSA    -0.07092961
12638   NWSA     0.01772572

O
      ticker  signal_return
604        O    -0.09857245
873        O    -0.00080702
1427       O     0.09741162
2644       O     0.03292646
3371       O    -0.00515082
3881       O     0.02686258
4418       O     0.09770794
4733       O    -0.01978200
5482       O     0.03382584
5760       O    -0.00095261
6356       O    -0.04661747
6819       O    -0.08652236
7105       O    -0.00685051
7481       O     0.02902930
7748       O     0.09233206
8215       O    -0.00480384
8513       O     0.02631244
9006       O    -0.01004513
9337       O     0.07365317
9868       O    -0.08321287
10190      O     0.04156709
10686      O     0.04047603
11622      O    -0.05479047
12409      O    -0.01806921

OKE
      ticker  signal_return
552      OKE     0.02992085
845      OKE     0.01130146
1136     OKE     0.08317134
1684     OKE    -0.00727877
2144     OKE     0.02038745
2497     OKE     0.03094269
3089     OKE    -0.12018054
3255     OKE    -0.03041101
3637     OKE     0.03967740
4332     OKE     0.07672110
4594     OKE    -0.12970013
5325     OKE    -0.11389280
5722     OKE     0.07117822
6086     OKE     0.02068128
6414     OKE     0.02123823
6958     OKE    -0.07519524
7343     OKE     0.27980358
7547     OKE    -0.07308755
8363     OKE     0.07703066
8703     OKE     0.23141030
9061     OKE     0.08852502
9360     OKE     0.00914414
9996     OKE    -0.07401496
10337    OKE    -0.04001728
11006    OKE     0.10693363
11929    OKE    -0.06525665
12410    OKE    -0.00424715

OMC
      ticker  signal_return
553      OMC     0.03362636
1057     OMC     0.01991065
2023     OMC     0.05430599
2267     OMC    -0.08128150
2658     OMC    -0.00377808
2959     OMC    -0.02777006
3486     OMC    -0.00406564
3975     OMC     0.06980040
4316     OMC    -0.04928818
5034     OMC    -0.01793248
5730     OMC     0.04397146
6038     OMC    -0.04534355
6752     OMC    -0.00709594
7144     OMC    -0.01627155
7517     OMC    -0.05518191
7803     OMC    -0.00987871
8293     OMC     0.05200318
8579     OMC     0.01593082
9525     OMC    -0.06307103
10117    OMC    -0.01989025
10541    OMC    -0.03714019
10981    OMC    -0.00645407
12337    OMC    -0.01378665

ORCL
      ticker  signal_return
189     ORCL    -0.02180937
714     ORCL    -0.00404274
1058    ORCL     0.04361319
1748    ORCL     0.00741786
1967    ORCL    -0.01675185
2306    ORCL     0.01678328
3487    ORCL     0.00937270
4191    ORCL     0.09624337
5127    ORCL    -0.04438352
5893    ORCL    -0.08833548
6039    ORCL     0.02488020
6650    ORCL     0.01936065
7251    ORCL    -0.01316808
7625    ORCL     0.06441292
8400    ORCL     0.05502719
9700    ORCL    -0.00775573
10258   ORCL     0.00932294
11055   ORCL    -0.04721311
11631   ORCL     0.04053965
11964   ORCL    -0.03425602
12693   ORCL     0.09194930

ORLY
      ticker  signal_return
357     ORLY    -0.03877158
918     ORLY    -0.06367095
1188    ORLY     0.01158588
1558    ORLY     0.02523772
2498    ORLY     0.00985553
2796    ORLY    -0.03644141
3246    ORLY    -0.03977132
3728    ORLY    -0.19266977
3823    ORLY     0.11670561
4226    ORLY     0.06739369
4840    ORLY    -0.01964033
5153    ORLY     0.00918786
5426    ORLY    -0.01487065
5971    ORLY     0.03764124
6467    ORLY    -0.03780865
7168    ORLY     0.03947509
7704    ORLY    -0.05293958
8294    ORLY     0.02763861
8649    ORLY    -0.05603686
9054    ORLY    -0.00625412
9607    ORLY     0.04005724
10687   ORLY    -0.08921908
11547   ORLY    -0.06701726
12087   ORLY    -0.00248516

ORPHAN
       ticker  signal_return
90     ORPHAN     0.09327991
358    ORPHAN     0.09728785
715    ORPHAN     0.11148807
991    ORPHAN     0.11204051
1296   ORPHAN     0.11434696
1661   ORPHAN     0.10827242
1878   ORPHAN     0.13001164
2121   ORPHAN     0.13407547
2358   ORPHAN     0.12052250
2659   ORPHAN     0.13100187
2916   ORPHAN     0.13912344
3225   ORPHAN     0.13963349
3467   ORPHAN     0.14972274
3824   ORPHAN     0.14483676
4116   ORPHAN     0.15026580
4447   ORPHAN     0.15382872
4750   ORPHAN     0.16033135
5024   ORPHAN     0.15675638
5248   ORPHAN     0.15886716
5445   ORPHAN     0.16159377
5702   ORPHAN     0.16536840
5984   ORPHAN     0.15706882
6300   ORPHAN     0.16399200
6753   ORPHAN     0.16608565
6876   ORPHAN     0.17004876
7145   ORPHAN     0.17441578
7422   ORPHAN     0.17832555
7649   ORPHAN     0.17324102
8022   ORPHAN     0.17773922
8282   ORPHAN     0.19012502
8572   ORPHAN     0.17881365
8890   ORPHAN     0.18039815
9136   ORPHAN     0.19012215
9387   ORPHAN     0.19020674
9804   ORPHAN     0.19215761
10031  ORPHAN     0.19056011
10304  ORPHAN     0.20113460
10589  ORPHAN     0.20102802
11007  ORPHAN     0.18767488
11254  ORPHAN     0.19406891
11428  ORPHAN     0.20173649
11752  ORPHAN     0.20116524
12023  ORPHAN     0.20274915
12271  ORPHAN     0.19741534
12582  ORPHAN     0.20890299

OXY
      ticker  signal_return
237      OXY     0.03620352
846      OXY    -0.05689673
965      OXY    -0.02492173
1341     OXY    -0.05376883
1662     OXY     0.01876947
2396     OXY     0.04255521
3558     OXY     0.05942558
4227     OXY    -0.07184923
6087     OXY     0.06282596
6754     OXY    -0.01118986
6944     OXY    -0.11869051
7019     OXY     0.02189966
7804     OXY    -0.01865467
8263     OXY    -0.00252810
8704     OXY     0.05321691
9388     OXY    -0.03813332
10259    OXY    -0.03036628
10785    OXY    -0.06384373
11753    OXY     0.02228477
12354    OXY     0.01157612

PAYX
      ticker  signal_return
190     PAYX     0.00596871
450     PAYX     0.04894623
789     PAYX    -0.00369943
1059    PAYX    -0.02526070
1524    PAYX    -0.04690248
2660    PAYX     0.00908445
3305    PAYX     0.02265129
3581    PAYX     0.06009771
4002    PAYX    -0.00925348
4751    PAYX     0.03175520
5025    PAYX     0.02636799
5877    PAYX    -0.01421726
6982    PAYX     0.07232481
7291    PAYX     0.02202442
7749    PAYX     0.04854618
8473    PAYX    -0.00696605
9169    PAYX    -0.00110497
9584    PAYX     0.00403591
10137   PAYX    -0.08015104
10338   PAYX     0.03414146
10739   PAYX    -0.08271804
11139   PAYX     0.01695374
11772   PAYX    -0.00307867

PBCT
      ticker  signal_return
451     PBCT    -0.01101944
874     PBCT    -0.00333223
1201    PBCT    -0.09251612
1476    PBCT     0.00635371
2533    PBCT     0.02130573
3593    PBCT    -0.03796031
4448    PBCT    -0.06861589
5185    PBCT    -0.00752252
5656    PBCT     0.02536598
5957    PBCT    -0.00615765
6755    PBCT    -0.02772455
7208    PBCT    -0.00716849
7750    PBCT     0.07369690
8814    PBCT    -0.07614930
9526    PBCT    -0.10224874
10049   PBCT     0.00000000
10688   PBCT     0.13105974
11096   PBCT     0.02246112
11837   PBCT    -0.08696521
11994   PBCT     0.01639844
12500   PBCT    -0.05652539

PCAR
      ticker  signal_return
1035    PCAR     0.03070342
1525    PCAR    -0.20267711
1663    PCAR     0.07766494
1866    PCAR    -0.04097690
2325    PCAR    -0.01654688
2763    PCAR    -0.08986777
3055    PCAR    -0.02510829
3382    PCAR     0.06864503
3964    PCAR     0.03596427
4253    PCAR     0.01122265
4657    PCAR    -0.01705464
5391    PCAR    -0.01453882
6120    PCAR    -0.01059047
6590    PCAR     0.07704654
6908    PCAR    -0.03129595
7491    PCAR     0.00445375
7936    PCAR    -0.09115283
8226    PCAR     0.03913833
8514    PCAR     0.01517370
8815    PCAR     0.00922319
9453    PCAR    -0.07307663
9823    PCAR     0.03219650
10620   PCAR    -0.10704909
10958   PCAR     0.09352310
11467   PCAR    -0.01064867
12119   PCAR     0.01968814
12521   PCAR    -0.04516998

PCG
      ticker  signal_return
281      PCG    -0.05344969
673      PCG    -0.05753000
1454     PCG     0.04883556
1852     PCG     0.01172736
2087     PCG    -0.03346747
2499     PCG    -0.00056529
3072     PCG    -0.07402630
3918     PCG     0.02905232
4254     PCG     0.04088751
4582     PCG    -0.00107527
5091     PCG    -0.04759937
5839     PCG    -0.03073362
6492     PCG    -0.09673548
6811     PCG    -0.10652358
8064     PCG     0.03260769
8515     PCG     0.01239225
9192     PCG     0.04476970
9585     PCG     0.00031284
10191    PCG     0.01731218
11358    PCG     0.02462155
11720    PCG     0.04047540
12002    PCG     0.00272123
12651    PCG    -0.01259929

PDCO
      ticker  signal_return
634     PDCO    -0.01740833
1526    PDCO    -0.06517852
1819    PDCO    -0.00094809
2374    PDCO    -0.01392251
3107    PDCO    -0.06229862
3488    PDCO     0.00504200
3932    PDCO     0.12215122
4288    PDCO    -0.01273903
4548    PDCO     0.03930637
5359    PDCO     0.00920088
5913    PDCO    -0.00067540
6538    PDCO    -0.13611197
6812    PDCO     0.02759268
7389    PDCO    -0.09346573
7857    PDCO     0.03627154
8626    PDCO    -0.04059029
9160    PDCO    -0.03893024
9983    PDCO    -0.02196442
10657   PDCO     0.09029601
10910   PDCO    -0.16147878
11632   PDCO     0.04597209
12522   PDCO    -0.09785180
12694   PDCO     0.00971291

PEG
      ticker  signal_return
554      PEG    -0.00790749
966      PEG    -0.00031373
1571     PEG     0.05492314
1968     PEG     0.05855579
2214     PEG    -0.06218185
2973     PEG    -0.01839448
3609     PEG     0.09072220
4419     PEG     0.02799343
4706     PEG    -0.09512961
4905     PEG    -0.02896443
5657     PEG    -0.05123771
5869     PEG    -0.03173296
6526     PEG    -0.07599035
7074     PEG    -0.10697212
7534     PEG    -0.03077975
8045     PEG     0.05259292
8380     PEG     0.06023840
9146     PEG    -0.02081662
9960     PEG     0.04236871
10392    PEG    -0.01633585
10911    PEG    -0.07411109
11179    PEG     0.01764205
11359    PEG    -0.02231422
11773    PEG    -0.00040262
12411    PEG    -0.03813209

PEP
      ticker  signal_return
615      PEP     0.00894229
1527     PEP    -0.02860564
2024     PEP     0.01724996
2289     PEP     0.01694036
2569     PEP     0.01515266
2825     PEP     0.00776512
3437     PEP    -0.02802095
4003     PEP     0.01547671
4878     PEP    -0.04113434
5619     PEP    -0.03709806
6415     PEP    -0.06854750
6756     PEP    -0.01349984
7092     PEP    -0.00620809
7937     PEP    -0.00413651
8440     PEP     0.02908624
9018     PEP    -0.02494564
9608     PEP     0.02138224
10912    PEP    -0.01058385
11655    PEP     0.04527414
11971    PEP     0.01717812
12141    PEP    -0.00429693
12544    PEP     0.03480516

PFE
      ticker  signal_return
399      PFE     0.07487630
754      PFE    -0.05623972
1423     PFE    -0.08094024
1603     PFE     0.00313185
2061     PFE     0.01583178
2856     PFE    -0.08417292
3036     PFE    -0.02341705
4192     PFE     0.01753033
4873     PFE    -0.01534406
5236     PFE    -0.00457536
6169     PFE     0.00892607
6757     PFE    -0.00403790
7938     PFE     0.03162626
8668     PFE     0.07196464
9100     PFE     0.02227525
9599     PFE     0.04775880
10192    PFE     0.01596250
10489    PFE     0.08929150
11668    PFE     0.02708438
12501    PFE    -0.01783565

PFG
      ticker  signal_return
400      PFG     0.07191167
755      PFG    -0.01245492
1372     PFG     0.02662092
2469     PFG     0.06054503
2764     PFG    -0.03877068
3208     PFG     0.04413697
3729     PFG    -0.09382799
4635     PFG    -0.05697425
5675     PFG     0.00806866
6301     PFG    -0.00977958
6797     PFG     0.01710534
7320     PFG    -0.04958863
7548     PFG     0.13091330
7939     PFG     0.10913904
8816     PFG    -0.00332147
9147     PFG     0.01131244
9454     PFG    -0.11209455
9856     PFG     0.03435895
10069    PFG     0.03423877
10339    PFG     0.03045337
10689    PFG     0.08531402
11111    PFG    -0.00607187
11633    PFG     0.02185876
11965    PFG    -0.04280345
12324    PFG    -0.03942939

PG
      ticker  signal_return
616       PG     0.04931717
1256      PG     0.00716800
2029      PG     0.01703243
2680      PG    -0.02024732
3037      PG    -0.07124933
3124      PG     0.01836253
3468      PG    -0.00745610
3866      PG     0.03960002
4228      PG     0.02414494
4774      PG     0.01198037
5092      PG    -0.00458661
5483      PG     0.00653351
5731      PG    -0.01204605
6100      PG    -0.06558263
6395      PG     0.07796154
7169      PG    -0.01583285
7572      PG    -0.04531353
8065      PG    -0.01728652
8381      PG    -0.00335933
8817      PG    -0.03246167
9389      PG     0.02558879
9869      PG     0.02163670
10305     PG    -0.03890034
10574     PG     0.02214376
10991     PG    -0.03251441
11389     PG     0.04078083
11721     PG    -0.00524993
12355     PG    -0.00355322

PGR
      ticker  signal_return
191      PGR     0.01375231
827      PGR    -0.02975426
1202     PGR     0.05371635
2228     PGR     0.00199960
2627     PGR    -0.05867492
2875     PGR    -0.01356650
3576     PGR     0.02919915
3976     PGR     0.02865312
4906     PGR    -0.02091970
5186     PGR    -0.01206817
5863     PGR     0.05453990
6159     PGR     0.03859955
6554     PGR    -0.00350375
7020     PGR     0.00775078
7858     PGR    -0.05010279
8227     PGR     0.05021847
8474     PGR    -0.01331578
9332     PGR    -0.05245797
9906     PGR    -0.04956714
10193    PGR    -0.00638164
10932    PGR     0.03897748
11204    PGR     0.03252319
11468    PGR     0.05261366
11838    PGR    -0.01236609
12502    PGR     0.08340105

PH
      ticker  signal_return
192       PH    -0.01829062
489       PH     0.04909497
936       PH     0.05251880
1528      PH    -0.10613628
2215      PH    -0.01370459
2500      PH    -0.00015701
2993      PH     0.01583734
3730      PH    -0.22469295
3903      PH     0.08182719
4658      PH    -0.03906823
5620      PH    -0.04447730
6040      PH     0.05262271
6416      PH     0.01469606
6890      PH    -0.02879200
7805      PH    -0.09608873
8264      PH     0.08885846
8762      PH    -0.02977209
9455      PH    -0.06036354
9897      PH     0.03734398
10427     PH    -0.06091899
10856     PH     0.07255326
11353     PH     0.04605089
11669     PH     0.01753145
12272     PH    -0.04023165

PHM
      ticker  signal_return
884      PHM     0.05569869
1157     PHM    -0.02989759
1744     PHM    -0.13235070
2554     PHM    -0.00938932
3005     PHM    -0.05470533
3684     PHM    -0.15816675
4034     PHM     0.06309710
4568     PHM    -0.00582308
5427     PHM    -0.00150113
5784     PHM    -0.08055396
6493     PHM    -0.01844460
6798     PHM    -0.03666382
7146     PHM    -0.04941929
7563     PHM     0.05258081
8441     PHM    -0.04558877
8845     PHM    -0.06183103
9623     PHM     0.05219424
10282    PHM    -0.02660003
10621    PHM    -0.01337276
11429    PHM     0.06518359
11795    PHM     0.06402388
12131    PHM    -0.04974458

PKG
      ticker  signal_return
123      PKG    -0.03211709
555      PKG    -0.00243843
1240     PKG     0.01414320
1621     PKG    -0.00605098
2661     PKG    -0.07869390
2917     PKG    -0.00728601
3559     PKG    -0.10477229
3933     PKG     0.04417643
4255     PKG     0.04671474
4689     PKG     0.02911767
5012     PKG    -0.05791554
5392     PKG    -0.01951281
5840     PKG     0.06086975
6132     PKG    -0.12312585
6274     PKG     0.02149120
6891     PKG    -0.06089460
7598     PKG     0.06891217
8023     PKG     0.09109513
8606     PKG     0.09108735
9148     PKG     0.02937128
9729     PKG     0.06898359
9997     PKG     0.03862066
10312    PKG    -0.00915590
10945    PKG     0.00718594
11430    PKG     0.02063702
12325    PKG     0.01711134
12695    PKG     0.07602123

PKI
      ticker  signal_return
52       PKI    -0.04362566
955      PKI     0.09206883
1455     PKI     0.02865012
2195     PKI    -0.04885796
2501     PKI     0.03158157
3560     PKI     0.00362697
4144     PKI    -0.02433971
5154     PKI     0.05772186
5529     PKI     0.00038052
5914     PKI    -0.02881378
6327     PKI     0.09303239
6945     PKI    -0.11653787
7209     PKI     0.04167670
7453     PKI    -0.00074683
7682     PKI    -0.14463408
7859     PKI     0.17235639
8650     PKI     0.00296738
8995     PKI     0.00753195
9857     PKI    -0.05136727
10622    PKI     0.00982133
11634    PKI     0.02595191
11949    PKI     0.00665849
12273    PKI     0.05651408
12668    PKI     0.07953024

PLD
      ticker  signal_return
401      PLD    -0.03047468
919      PLD    -0.00637605
1559     PLD     0.03207236
2502     PLD    -0.03114596
3073     PLD    -0.01384790
3372     PLD     0.03791235
3965     PLD     0.01572210
4256     PLD     0.01683075
4549     PLD     0.03511472
5093     PLD    -0.07765872
5514     PLD     0.01529043
5985     PLD    -0.03310717
6474     PLD    -0.11966862
6799     PLD    -0.06370853
7093     PLD    -0.01189075
7683     PLD    -0.11388886
7954     PLD     0.09462945
8516     PLD     0.04237536
8818     PLD     0.03688240
9224     PLD     0.01414796
9730     PLD     0.05849844
10313    PLD    -0.03929411
10445    PLD     0.01869589
10857    PLD    -0.07722022
11297    PLD    -0.09111356
12088    PLD     0.02251433
12725    PLD     0.03811883

PM
      ticker  signal_return
674       PM    -0.06233606
1241      PM     0.04660653
2030      PM     0.02334736
2278      PM     0.02429362
2593      PM    -0.04069419
3006      PM    -0.02446097
3797      PM     0.00325053
4383      PM    -0.02939766
5118      PM     0.01287420
5345      PM     0.02131085
6758      PM    -0.03054728
7062      PM    -0.02410605
7584      PM    -0.03205445
8066      PM     0.01126835
8364      PM     0.07776429
8662      PM    -0.01809822
9390      PM    -0.02042304
10428     PM    -0.00385960
10858     PM     0.05400245
11431     PM     0.08742022
11754     PM     0.06773455
12132     PM    -0.02096070
12545     PM     0.04943733

PNC
      ticker  signal_return
298      PNC    -0.03863038
828      PNC     0.00052390
1137     PNC     0.04380894
1879     PNC    -0.00212821
2555     PNC    -0.00521071
3056     PNC    -0.02933464
3775     PNC    -0.12108243
4020     PNC     0.02016197
4420     PNC    -0.08186028
4636     PNC    -0.09815389
5060     PNC     0.00963605
5803     PNC    -0.00342519
6203     PNC    -0.02883341
6651     PNC     0.03765281
7321     PNC     0.01345943
7806     PNC     0.06023922
8216     PNC    -0.10010173
8846     PNC     0.00726780
9149     PNC    -0.04025416
9456     PNC    -0.02712430
10070    PNC     0.00714005
10429    PNC     0.04113016
10805    PNC     0.14542870
11162    PNC     0.02901242
11340    PNC     0.01335150
11635    PNC     0.01436348

PNR
      ticker  signal_return
213      PNR    -0.01338584
605      PNR     0.05401196
956      PNR     0.07616974
1664     PNR     0.00889121
2145     PNR     0.02276801
2750     PNR     0.11113278
3638     PNR    -0.08368999
4991     PNR    -0.05111537
5408     PNR    -0.05903879
6058     PNR    -0.11766415
6328     PNR     0.07234194
6847     PNR    -0.08581785
7277     PNR    -0.04281251
7573     PNR     0.11075136
8005     PNR    -0.12312993
8365     PNR     0.05114588
8736     PNR     0.07397938
9701     PNR     0.01964071
9939     PNR    -0.09456612
10623    PNR    -0.03634848
11469    PNR    -0.05035236
11950    PNR    -0.00575725
12229    PNR     0.06693607

PNW
      ticker  signal_return
556      PNW    -0.04070404
1167     PNW    -0.02189448
1604     PNW     0.00851699
2106     PNW    -0.01879681
2718     PNW    -0.02467965
3090     PNW    -0.07191493
3759     PNW     0.09099419
4229     PNW     0.11067611
4677     PNW    -0.08635814
5061     PNW    -0.01484316
5530     PNW    -0.00708463
5804     PNW    -0.01481253
6357     PNW    -0.00986857
7063     PNW    -0.04804665
8067     PNW     0.03729898
8475     PNW     0.01709210
9225     PNW     0.06786587
9609     PNW    -0.03893488
10091    PNW    -0.04249820
10393    PNW    -0.03296658
11201    PNW    -0.00860801
11598    PNW     0.02885298
12105    PNW    -0.00515287
12583    PNW     0.01981624

PPG
      ticker  signal_return
193      PPG    -0.00952017
452      PPG     0.06506467
937      PPG     0.00233968
1529     PPG    -0.12710760
1745     PPG    -0.01418390
2405     PPG     0.00782996
2719     PPG    -0.02486036
3561     PPG    -0.00459267
4021     PPG     0.07818593
4340     PPG     0.01839506
4924     PPG    -0.02583005
5864     PPG    -0.01806901
6249     PPG     0.03080119
6591     PPG     0.06922892
6877     PPG    -0.11240701
7423     PPG    -0.07325543
7807     PPG     0.02530435
8161     PPG    -0.12802643
8382     PPG     0.09042863
8737     PPG    -0.05778127
9457     PPG    -0.03688551
10194    PPG     0.07331511
10490    PPG    -0.03030535
11399    PPG     0.03109482
11886    PPG    -0.01727844

PPL
      ticker  signal_return
372      PPL    -0.02108159
1605     PPL     0.04689577
1831     PPL     0.01988137
2229     PPL     0.02539819
2709     PPL    -0.03322565
3091     PPL    -0.07506913
3882     PPL     0.01374986
4492     PPL    -0.03521684
5047     PPL     0.01658702
5676     PPL    -0.04074247
5822     PPL    -0.02653718
6454     PPL    -0.08678666
6983     PPL     0.01981434
8068     PPL    -0.00199857
8476     PPL     0.00324412
8952     PPL     0.00494214
9226     PPL    -0.03449177
9924     PPL     0.03252319
10195    PPL     0.04190048
11222    PPL    -0.00260229
11548    PPL     0.05266574
11951    PPL     0.02356831
12142    PPL     0.00992434
12546    PPL     0.01475178

PRAEST
       ticker  signal_return
53     PRAEST     0.09339204
321    PRAEST     0.10372899
692    PRAEST     0.10296715
957    PRAEST     0.10979929
1257   PRAEST     0.11392030
1622   PRAEST     0.11182411
1840   PRAEST     0.12308288
2070   PRAEST     0.13016911
2326   PRAEST     0.13435424
2594   PRAEST     0.13473054
2857   PRAEST     0.13707237
3151   PRAEST     0.13787322
3397   PRAEST     0.15080378
3776   PRAEST     0.14950580
4064   PRAEST     0.14623919
4373   PRAEST     0.15959992
4678   PRAEST     0.15494656
4954   PRAEST     0.15296280
5202   PRAEST     0.15289099
5370   PRAEST     0.16455207
5658   PRAEST     0.16404606
5915   PRAEST     0.16651560
6234   PRAEST     0.16412313
6539   PRAEST     0.16886840
6839   PRAEST     0.16887624
7075   PRAEST     0.17460332
7368   PRAEST     0.17533478
7585   PRAEST     0.18060919
7985   PRAEST     0.18256224
8244   PRAEST     0.17424541
8539   PRAEST     0.18231406
8819   PRAEST     0.18491174
9075   PRAEST     0.18385866
9342   PRAEST     0.19686027
9767   PRAEST     0.17816100
9998   PRAEST     0.20289039
10283  PRAEST     0.18687745
10557  PRAEST     0.19256425
10982  PRAEST     0.20229727
11244  PRAEST     0.19499064
11400  PRAEST     0.19155548
11733  PRAEST     0.20290590
12013  PRAEST     0.19483948
12230  PRAEST     0.20142379
12561  PRAEST     0.21481547

PRGO
      ticker  signal_return
359     PRGO     0.13321634
716     PRGO     0.00774787
1203    PRGO    -0.07582772
1560    PRGO    -0.11647594
1746    PRGO    -0.04653755
2046    PRGO     0.10778981
2826    PRGO    -0.11037429
3934    PRGO    -0.00642052
4421    PRGO    -0.01762484
4859    PRGO    -0.07314663
5169    PRGO     0.16395864
6121    PRGO    -0.05044722
6527    PRGO    -0.07083159
6759    PRGO     0.03658855
6892    PRGO     0.13638822
8162    PRGO     0.06452331
8882    PRGO     0.25772732
9933    PRGO    -0.05485924
10722   PRGO    -0.03242467
11341   PRGO    -0.01983284
11868   PRGO     0.06910263

PRU
      ticker  signal_return
635      PRU     0.08804786
1036     PRU    -0.00398187
1402     PRU    -0.01338213
2062     PRU    -0.08871718
2470     PRU     0.02245015
2765     PRU    -0.06384667
3438     PRU    -0.16489494
3639     PRU    -0.01959566
4482     PRU    -0.12550572
4637     PRU     0.03102576
5539     PRU     0.02242461
5761     PRU     0.02261846
6652     PRU     0.04585403
7278     PRU     0.02242067
7751     PRU     0.13837185
8163     PRU    -0.11520786
8738     PRU     0.00579025
9527     PRU    -0.12563763
10050    PRU     0.03870305
10340    PRU     0.02718379
10770    PRU     0.16724965
11116    PRU     0.00874207
11614    PRU     0.03106215

PSA
      ticker  signal_return
194      PSA     0.03056124
453      PSA    -0.05902139
811      PSA     0.01292253
1572     PSA     0.04143834
2031     PSA     0.01062203
2935     PSA     0.01844945
3373     PSA    -0.01452550
3883     PSA     0.03366323
4532     PSA     0.05758228
5841     PSA    -0.04777198
6204     PSA     0.05991034
6501     PSA    -0.04965847
6971     PSA     0.05947856
7252     PSA     0.03282273
7525     PSA     0.01851057
8164     PSA    -0.08349690
8451     PSA     0.06141478
9321     PSA    -0.07415897
9881     PSA     0.04619699
10196    PSA     0.02214440
10690    PSA    -0.01706007
11276    PSA    -0.03877339
12133    PSA    -0.09741889
12338    PSA    -0.03293155

PSX
      ticker  signal_return
454      PSX     0.08828429
897      PSX     0.06394115
1158     PSX    -0.04739091
1824     PSX    -0.02109596
2134     PSX     0.01713889
2431     PSX    -0.05808357
3209     PSX    -0.00823241
3562     PSX     0.04153911
4374     PSX     0.09114006
4925     PSX    -0.00431627
5409     PSX     0.00188139
6101     PSX    -0.05094184
6329     PSX     0.06151184
7021     PSX     0.10218689
7752     PSX    -0.02343214
8336     PSX     0.02360474
9624     PSX    -0.04308683
10151    PSX     0.00857947
10959    PSX     0.03198015
11531    PSX     0.01996042
11901    PSX    -0.00052043
12143    PSX    -0.04266936

PULCHE
       ticker  signal_return
54     PULCHE     0.09568664
342    PULCHE     0.09983611
704    PULCHE     0.10782946
979    PULCHE     0.10960370
1297   PULCHE     0.10820694
1665   PULCHE     0.11765942
1880   PULCHE     0.12813729
2122   PULCHE     0.13593163
2352   PULCHE     0.12664052
2628   PULCHE     0.12818144
2886   PULCHE     0.13504313
3180   PULCHE     0.13833916
3416   PULCHE     0.13637997
3789   PULCHE     0.14564770
4075   PULCHE     0.15905875
4384   PULCHE     0.15559040
4679   PULCHE     0.14774131
4955   PULCHE     0.16201608
5203   PULCHE     0.15786622
5371   PULCHE     0.15015195
5659   PULCHE     0.16756283
5938   PULCHE     0.16782827
6250   PULCHE     0.17971255
6555   PULCHE     0.17577264
6854   PULCHE     0.17012784
7106   PULCHE     0.17605067
7390   PULCHE     0.18119825
7626   PULCHE     0.18046805
8011   PULCHE     0.18345291
8265   PULCHE     0.17717183
8563   PULCHE     0.17907960
8861   PULCHE     0.19577081
9101   PULCHE     0.19370753
9361   PULCHE     0.19254831
9776   PULCHE     0.19009379
10016  PULCHE     0.19349929
10284  PULCHE     0.18085273
10558  PULCHE     0.18929286
10983  PULCHE     0.19501138
11231  PULCHE     0.19486761
11390  PULCHE     0.19425160
11722  PULCHE     0.19796987
12003  PULCHE     0.20225811
12198  PULCHE     0.19746327
12562  PULCHE     0.20373747

PVH
      ticker  signal_return
232      PVH    -0.01335510
734      PVH    -0.03728272
1168     PVH    -0.12219494
1324     PVH     0.05154841
2237     PVH     0.02432712
2578     PVH     0.03127263
2814     PVH    -0.01994770
3306     PVH    -0.05154751
4506     PVH    -0.13802317
4659     PVH     0.03965743
5119     PVH    -0.10280547
5743     PVH     0.02736763
6067     PVH    -0.01513820
6760     PVH    -0.04499029
6909     PVH     0.17326399
7360     PVH     0.11062057
7599     PVH     0.10943292
8295     PVH     0.16122838
8580     PVH    -0.01335022
9351     PVH    -0.02184174
9952     PVH     0.04409049
10454    PVH    -0.08873535
10771    PVH     0.00374389
11205    PVH     0.11325670
11569    PVH    -0.03000120
12014    PVH    -0.00294701
12617    PVH     0.03219261

PWR
      ticker  signal_return
455      PWR     0.04977169
1109     PWR    -0.00289250
1685     PWR     0.11106293
2252     PWR     0.01420142
3226     PWR    -0.00512061
3685     PWR    -0.05359236
4241     PWR    -0.00140252
5340     PWR    -0.02433375
5688     PWR    -0.01033515
5958     PWR    -0.07864612
6302     PWR     0.15773735
6761     PWR    -0.10736124
7076     PWR    -0.09947342
7808     PWR     0.00529943
8337     PWR     0.06217724
8820     PWR    -0.00657465
9528     PWR    -0.17058941
9667     PWR    -0.00121679
9999     PWR    -0.04739481
10325    PWR     0.05535868
10859    PWR     0.13426426
11180    PWR    -0.02879743
11432    PWR     0.00666047
12106    PWR     0.03565544
12459    PWR    -0.00521874

PX
      ticker  signal_return
124       PX     0.00032725
490       PX     0.01477742
1110      PX    -0.01562898
1530      PX    -0.07520076
2432      PX    -0.00403305
3038      PX    -0.02542706
3439      PX    -0.08683429
3563      PX     0.02592320
4464      PX    -0.02998679
4794      PX    -0.05174605
5589      PX    -0.04874253
6122      PX     0.02353255
6653      PX     0.02450792
7221      PX     0.01023568
7600      PX     0.04714946
8383      PX     0.05298779
8763      PX    -0.03820335
9529      PX    -0.10106197
9731      PX    -0.01164336
9976      PX    -0.03109327
10786     PX    -0.05115791
11056     PX    -0.03298426
12231     PX     0.05388322
12584     PX     0.00739598

PXD
      ticker  signal_return
55       PXD     0.01960890
402      PXD    -0.08067225
1217     PXD    -0.07598022
1727     PXD    -0.06848316
2268     PXD     0.03218538
2534     PXD     0.01900252
3152     PXD    -0.01083725
3564     PXD     0.01979209
4230     PXD    -0.06794506
5072     PXD     0.02370790
5286     PXD     0.00362044
5723     PXD     0.04434783
6041     PXD     0.08013977
6654     PXD    -0.04012566
6984     PXD     0.03741571
7279     PXD    -0.02716216
7627     PXD     0.10638713
8442     PXD     0.03970596
8821     PXD     0.08409372
9915     PXD     0.07259999
10138    PXD    -0.01573348
10465    PXD    -0.10810122
11636    PXD    -0.09429060
12374    PXD     0.02122819

PYPL
      ticker  signal_return
7253    PYPL    -0.05045416
7809    PYPL    -0.05690685
8309    PYPL     0.03579628
9300    PYPL    -0.03684346
10250   PYPL    -0.04074036
10590   PYPL    -0.09671547
11097   PYPL    -0.02904715
11774   PYPL     0.00139211
12199   PYPL     0.11988587
12585   PYPL     0.05376819

QCOM
      ticker  signal_return
756     QCOM     0.02366246
1159    QCOM    -0.01342302
1623    QCOM    -0.00564918
1867    QCOM     0.02599866
2766    QCOM    -0.11004971
2950    QCOM    -0.00782000
3686    QCOM     0.02790614
3966    QCOM    -0.08368530
4795    QCOM    -0.12969692
5986    QCOM     0.05617775
6592    QCOM     0.09111081
7292    QCOM    -0.03440383
7564    QCOM     0.01571107
8046    QCOM    -0.16908143
8266    QCOM     0.02737954
9102    QCOM    -0.00207907
9777    QCOM     0.05059223
10032   QCOM     0.01595954
10355   QCOM     0.03839355
11391   QCOM     0.10769573
12547   QCOM    -0.03305091

QRVO
      ticker  signal_return
5187    QRVO    -0.11238866
5716    QRVO    -0.02117162
6330    QRVO     0.36607393
6946    QRVO    -0.07803090
7446    QRVO    -0.05613307
7940    QRVO     0.15675372
8564    QRVO    -0.11908823
9193    QRVO     0.04701681
9732    QRVO    -0.08494426
10787   QRVO    -0.02703911
11163   QRVO    -0.06134924
11371   QRVO     0.12681206
11952   QRVO    -0.00275942
12477   QRVO    -0.03688245

RCL
      ticker  signal_return
195      RCL    -0.06090453
581      RCL     0.02977657
847      RCL     0.06692665
1242     RCL     0.03502810
1606     RCL    -0.01843137
1897     RCL    -0.05862900
2535     RCL     0.00193475
2951     RCL     0.05149143
3256     RCL     0.05968696
3640     RCL    -0.15272551
4076     RCL     0.12432572
4391     RCL     0.01772759
4734     RCL    -0.10724932
5372     RCL    -0.04456982
6140     RCL     0.10123845
6468     RCL    -0.00544723
6826     RCL    -0.00406392
7170     RCL    -0.04135791
7684     RCL    -0.27019962
7941     RCL     0.27001928
9322     RCL    -0.00816218
10365    RCL    -0.00642486
10723    RCL     0.07576060
11164    RCL    -0.00864499
11470    RCL     0.08586057
11911    RCL     0.00143855
12339    RCL     0.04116715
12696    RCL    -0.03135109

RE
      ticker  signal_return
125       RE     0.04742773
403       RE     0.05762059
1258      RE     0.01874476
1969      RE     0.03549453
2471      RE    -0.00949875
2789      RE    -0.03413131
3039      RE    -0.05047454
3286      RE    -0.02107141
3904      RE     0.04529739
4333      RE    -0.03557162
4829      RE     0.00185232
5621      RE    -0.00196869
5916      RE     0.02527739
6655      RE     0.02276377
7391      RE    -0.00580561
7860      RE    -0.06767840
8318      RE     0.03614516
8651      RE    -0.07484555
8996      RE     0.01524106
9310      RE    -0.03655468
9824      RE     0.01844556
10092     RE     0.00745495
10624     RE     0.03300887
11181     RE     0.02328421
11342     RE     0.04312929
11623     RE     0.02378227
12232     RE     0.01899302

REG
      ticker  signal_return
557      REG    -0.06598017
901      REG     0.00385027
1583     REG     0.01680937
2107     REG     0.01916749
2433     REG     0.02675562
2936     REG     0.03257117
3836     REG     0.04206042
4289     REG     0.04669441
4533     REG     0.04386538
5515     REG    -0.01310760
5842     REG    -0.02187207
7003     REG     0.04803098
7685     REG     0.02148772
8069     REG    -0.01822610
8338     REG     0.01792863
8970     REG     0.00895314
9293     REG     0.05345204
10197    REG     0.04574492
10691    REG     0.05212443
11401    REG    -0.00706617
11796    REG    -0.07604096
11887    REG    -0.02062559
12430    REG    -0.00337848

REGN
      ticker  signal_return
103     REGN     0.00114430
1010    REGN    -0.10364834
1607    REGN     0.03971885
3007    REGN     0.08285133
3287    REGN     0.00283326
3798    REGN     0.06686241
4103    REGN    -0.00541126
5155    REGN     0.00727805
5660    REGN     0.01718755
6235    REGN     0.02740235
6947    REGN    -0.18432771
7254    REGN    -0.05915981
7861    REGN     0.23032331
8185    REGN    -0.02370777
9343    REGN    -0.07432574
9839    REGN    -0.02399120
10503   REGN    -0.11364803
10946   REGN    -0.15157444
11433   REGN    -0.06200989
11953   REGN    -0.08241480
12375   REGN     0.13262933
12697   REGN     0.09004491

RF
      ticker  signal_return
214       RF    -0.07627717
491       RF    -0.02605358
1181      RF    -0.00998012
1881      RF    -0.07002393
2345      RF    -0.07404666
2767      RF    -0.08943968
3108      RF    -0.04333172
3687      RF    -0.05773755
4317      RF    -0.05059590
4612      RF     0.00748266
5590      RF     0.05173567
5972      RF    -0.00559181
6656      RF     0.05544996
7322      RF    -0.00992072
7810      RF     0.13864649
8764      RF     0.02820266
9076      RF    -0.06543810
9530      RF    -0.14562610
10060     RF    -0.01726883
10430     RF     0.01921289
10806     RF     0.26180262
11140     RF     0.00138217
11615     RF     0.01356061
12144     RF    -0.08613643

RHI
      ticker  signal_return
278      RHI    -0.02061404
1075     RHI     0.01471147
2153     RHI     0.03439253
2390     RHI     0.03801596
2735     RHI     0.02844181
3688     RHI    -0.16799609
3905     RHI     0.05697727
4422     RHI    -0.02159097
4820     RHI     0.01729731
5346     RHI     0.02940371
6303     RHI    -0.03110030
6762     RHI     0.00803847
7528     RHI     0.08678299
7942     RHI     0.14620652
8573     RHI    -0.00566831
9458     RHI    -0.10359840
10658    RHI     0.13132794
11044    RHI     0.07837573
11283    RHI    -0.05239392
12120    RHI    -0.06039983

RHT
      ticker  signal_return
228      RHT     0.08528146
1011     RHT     0.20278000
1779     RHT    -0.11887886
1953     RHT     0.08050551
2608     RHT     0.04494091
3008     RHT     0.04659020
3731     RHT    -0.12452284
4077     RHT    -0.05623442
4449     RHT    -0.04894450
5257     RHT     0.01931856
5622     RHT     0.00230474
6657     RHT    -0.00537747
7255     RHT     0.02562348
7943     RHT     0.21194668
9150     RHT     0.02179466
10297    RHT     0.01583962
11261    RHT    -0.09331032
11683    RHT     0.02567038
12041    RHT     0.01412274
12326    RHT     0.00700885
12698    RHT     0.05145311

RJF
      ticker  signal_return
267      RJF    -0.11944491
582      RJF     0.07471460
848      RJF     0.06846780
1127     RJF    -0.00327711
2337     RJF    -0.01398337
2768     RJF    -0.02168689
3227     RJF     0.03062580
3777     RJF    -0.14054226
4022     RJF     0.00857923
4638     RJF    -0.08276079
5062     RJF    -0.00932810
5762     RJF     0.01375094
6593     RJF     0.10524032
6893     RJF    -0.07264978
7323     RJF     0.01430299
7811     RJF     0.18116882
8862     RJF    -0.03149416
9170     RJF    -0.16403873
9531     RJF    -0.15122307
9961     RJF    -0.00246046
10306    RJF     0.00624857
10692    RJF     0.15709755
11098    RJF    -0.05800915
11316    RJF     0.02526088
11656    RJF    -0.01363541
12503    RJF    -0.09114742

RL
      ticker  signal_return
299       RL    -0.06074876
675       RL    -0.03966398
1309      RL     0.03058989
2196      RL    -0.01331298
2681      RL     0.01296357
3181      RL     0.04285186
4085      RL     0.00311924
4497      RL    -0.10002091
4830      RL     0.03956721
5094      RL    -0.04743330
6304      RL     0.13672360
6763      RL    -0.02532943
7293      RL    -0.07690587
7812      RL     0.18098351
8165      RL    -0.13059384
9024      RL    -0.12946990
9702      RL    -0.03615349
9934      RL    -0.00252403
10913     RL     0.02545896
11223     RL     0.05381094
11557     RL    -0.04067057
12438     RL    -0.19542307
12460     RL     0.09178238

RMD
      ticker  signal_return
126      RMD     0.04770205
558      RMD    -0.10691942
920      RMD     0.00957964
1403     RMD    -0.05848596
2088     RMD     0.07700057
2503     RMD    -0.02387407
2858     RMD    -0.05299651
3778     RMD    -0.10870603
4193     RMD     0.06686573
4569     RMD     0.09595272
5106     RMD     0.07318417
5516     RMD     0.07854833
6658     RMD     0.04340469
7064     RMD     0.01811994
7424     RMD    -0.11097692
7642     RMD    -0.02113216
8443     RMD    -0.02754625
8883     RMD    -0.04717509
9362     RMD     0.06804281
9858     RMD     0.00694034
10659    RMD     0.03335498
11331    RMD     0.08130465
11637    RMD     0.00197378

ROK
      ticker  signal_return
492      ROK     0.01916676
849      ROK     0.01979059
1128     ROK    -0.04203938
1728     ROK     0.01293850
1992     ROK    -0.04775185
3009     ROK    -0.03165684
3538     ROK    -0.00905967
4277     ROK    -0.06020073
4926     ROK    -0.02838900
5598     ROK     0.03131928
6286     ROK     0.05260969
6659     ROK     0.04631022
6878     ROK    -0.02454828
7601     ROK     0.09165759
8319     ROK     0.06830599
8753     ROK    -0.01449332
9205     ROK    -0.02281730
9532     ROK    -0.10966168
10366    ROK    -0.02936265
10860    ROK     0.08141831
11182    ROK    -0.00021498
11343    ROK     0.05953609
11839    ROK    -0.00651720
12274    ROK    -0.00489310

ROP
      ticker  signal_return
196      ROP    -0.02773742
1060     ROP     0.05931656
2063     ROP    -0.08239780
2279     ROP     0.02845720
2556     ROP    -0.00897789
3689     ROP    -0.10982164
3906     ROP     0.03849316
4660     ROP    -0.13058801
4841     ROP     0.02377291
5156     ROP    -0.00299918
6331     ROP     0.05783552
7022     ROP     0.07708025
7392     ROP    -0.03460553
7862     ROP     0.08152903
8652     ROP    -0.04584593
9161     ROP     0.02560008
9533     ROP    -0.00603694
10017    ROP     0.00169924
10341    ROP    -0.07275832
10660    ROP    -0.08181318
11026    ROP     0.01093084
11471    ROP     0.09441299
11840    ROP    -0.02582845
12275    ROP     0.03831191
12618    ROP     0.02077498

ROST
      ticker  signal_return
127     ROST     0.02905605
493     ROST     0.09420839
1354    ROST     0.02352018
2359    ROST    -0.01797559
2695    ROST     0.04155723
3210    ROST     0.08236974
3690    ROST     0.04883316
4044    ROST     0.08997489
4483    ROST     0.01430990
4992    ROST     0.09520452
5696    ROST    -0.03873573
6160    ROST     0.02487409
6540    ROST    -0.12533876
7280    ROST     0.03382424
7361    ROST    -0.19629746
7509    ROST     0.01265020
8070    ROST    -0.02301432
8339    ROST     0.00512416
9025    ROST     0.00150971
9743    ROST     0.06993108
10018   ROST    -0.03749681
10984   ROST     0.06125867
12073   ROST    -0.02298238
12467   ROST     0.00167167

RRC
      ticker  signal_return
300      RRC    -0.01478919
945      RRC     0.00584444
1355     RRC     0.00114325
2108     RRC    -0.01376118
2682     RRC     0.10306752
3040     RRC    -0.03458483
3351     RRC     0.14925142
3691     RRC    -0.14206998
4290     RRC     0.15224056
4534     RRC     0.01293164
5301     RRC     0.10931572
5917     RRC     0.17175261
6236     RRC     0.10877465
6764     RRC    -0.05646220
6948     RRC     0.09305213
7186     RRC    -0.06753195
7518     RRC     0.06737488
7986     RRC    -0.27191043
8384     RRC     0.02267539
8705     RRC     0.12613764
9244     RRC    -0.06348739
9935     RRC    -0.12103885
10260    RRC    -0.01592390
10609    RRC    -0.00689183
11723    RRC     0.10311562
12392    RRC     0.11730275
12726    RRC    -0.04180094

RSG
      ticker  signal_return
656      RSG     0.01732145
1259     RSG    -0.04515715
1993     RSG     0.01669584
2434     RSG     0.07518671
2736     RSG    -0.00499410
3121     RSG     0.01308886
3935     RSG    -0.00478530
4423     RSG     0.00858802
4752     RSG    -0.00439883
6205     RSG     0.04909402
6541     RSG    -0.06039482
7222     RSG     0.00363306
7686     RSG    -0.04449423
8228     RSG     0.04350385
8477     RSG    -0.03475830
9019     RSG     0.01527991
9294     RSG     0.05989397
10198    RSG    -0.00576472
10711    RSG     0.07198953
11141    RSG     0.01864423
11472    RSG     0.06284000
11841    RSG     0.00192740
12233    RSG    -0.03383692
12504    RSG    -0.05726725
12699    RSG    -0.01375237

RTN
      ticker  signal_return
104      RTN    -0.02197770
617      RTN     0.07424890
885      RTN     0.02954013
1356     RTN     0.04131944
1729     RTN    -0.00910259
2683     RTN    -0.01856232
3092     RTN    -0.08138229
3320     RTN     0.02039961
3936     RTN     0.03335231
4291     RTN    -0.02555094
5222     RTN    -0.03864768
5517     RTN     0.00714082
5744     RTN     0.06462079
6358     RTN    -0.05245070
7023     RTN     0.06501423
7369     RTN     0.03816184
8898     RTN     0.01424945
9227     RTN     0.01256454
9610     RTN     0.03238858
9940     RTN    -0.04483510
10861    RTN    -0.00375594
11638    RTN     0.01665345
11972    RTN    -0.01878982
12422    RTN     0.01234430

SAXATI
       ticker  signal_return
56     SAXATI     0.09504813
322    SAXATI     0.10409618
705    SAXATI     0.10764940
967    SAXATI     0.10453942
1260   SAXATI     0.10838209
1624   SAXATI     0.10581798
1841   SAXATI     0.11200781
2071   SAXATI     0.12690913
2327   SAXATI     0.12935959
2595   SAXATI     0.13531602
2859   SAXATI     0.13285479
3153   SAXATI     0.13387177
3398   SAXATI     0.14020245
3779   SAXATI     0.14403847
4065   SAXATI     0.14411115
4375   SAXATI     0.15400821
4661   SAXATI     0.15336327
4944   SAXATI     0.16050428
5204   SAXATI     0.16351089
5373   SAXATI     0.15881744
5661   SAXATI     0.16061292
5918   SAXATI     0.16054300
6237   SAXATI     0.16856942
6542   SAXATI     0.17377517
6840   SAXATI     0.16533205
7077   SAXATI     0.17593902
7370   SAXATI     0.17748853
7586   SAXATI     0.17370497
7987   SAXATI     0.17310818
8245   SAXATI     0.17857227
8540   SAXATI     0.18092517
8822   SAXATI     0.18657053
9077   SAXATI     0.18724784
9344   SAXATI     0.18975866
9749   SAXATI     0.19459574
9984   SAXATI     0.19386422
10261  SAXATI     0.19673801
10531  SAXATI     0.20553914
10960  SAXATI     0.19375992
11213  SAXATI     0.19362370
11372  SAXATI     0.19715236
11684  SAXATI     0.19963684
11978  SAXATI     0.19183676
12159  SAXATI     0.21146942
12523  SAXATI     0.21096214

SBAC
      ticker  signal_return
251     SBAC     0.08216287
636     SBAC    -0.03327140
1373    SBAC     0.04689963
2010    SBAC    -0.09082378
2315    SBAC     0.01053328
2720    SBAC     0.04004750
3010    SBAC     0.01505226
3321    SBAC    -0.01327828
3937    SBAC     0.06161138
4662    SBAC    -0.11553553
4927    SBAC    -0.02319885
5484    SBAC     0.03706874
5732    SBAC    -0.04801900
6396    SBAC    -0.02539395
6863    SBAC    -0.02867029
7549    SBAC     0.00247635
7944    SBAC     0.13992569
8653    SBAC     0.00975237
9391    SBAC     0.05363532
9870    SBAC    -0.01546243
10139   SBAC    -0.08285327
10862   SBAC     0.04210629
11639   SBAC     0.05760430
12048   SBAC     0.04529353
12340   SBAC     0.07263868
12652   SBAC    -0.01636746

SBUX
      ticker  signal_return
57      SBUX    -0.00172586
360     SBUX     0.03633563
1261    SBUX     0.00461435
2536    SBUX     0.04363762
2797    SBUX    -0.02625544
3352    SBUX     0.02178041
3732    SBUX    -0.07702261
4145    SBUX     0.00973183
4753    SBUX     0.06259270
5035    SBUX     0.01589256
5446    SBUX    -0.00373536
5733    SBUX     0.04992592
6161    SBUX     0.01290340
6765    SBUX    -0.12635433
7024    SBUX     0.04633653
7705    SBUX    -0.04423532
8113    SBUX    -0.06242581
8942    SBUX     0.01584443
9534    SBUX    -0.08254684
9792    SBUX    -0.04895643
10199   SBUX     0.01651090
10542   SBUX    -0.04151364
11027   SBUX     0.00558661
11549   SBUX    -0.06253934
12185   SBUX    -0.00024563
12619   SBUX    -0.05037329

SCG
      ticker  signal_return
91       SCG    -0.00523447
1645     SCG     0.04582874
1853     SCG     0.03017848
2089     SCG    -0.02124685
2710     SCG     0.00635041
3093     SCG    -0.05797859
3807     SCG     0.07476495
4242     SCG     0.08086181
4707     SCG    -0.08516481
5063     SCG    -0.00023229
5805     SCG    -0.04039791
6206     SCG     0.05183813
6502     SCG    -0.09159314
7065     SCG     0.03550060
7587     SCG    -0.00937276
8071     SCG     0.03235415
8416     SCG     0.04290360
9295     SCG     0.04648196
10093    SCG    -0.05677960
10317    SCG    -0.06028397
10431    SCG    -0.03056071
11202    SCG    -0.02740273
11521    SCG    -0.01774850

SCHREN
       ticker  signal_return
92     SCHREN     0.09736096
361    SCHREN     0.10025052
717    SCHREN     0.10449628
980    SCHREN     0.10363103
1275   SCHREN     0.11672818
1666   SCHREN     0.11147051
1882   SCHREN     0.11745151
2123   SCHREN     0.13693396
2353   SCHREN     0.13000354
2629   SCHREN     0.13479788
2887   SCHREN     0.14230145
3198   SCHREN     0.13655883
3440   SCHREN     0.14176116
3799   SCHREN     0.15357629
4104   SCHREN     0.15813719
4465   SCHREN     0.14939375
4754   SCHREN     0.15889088
5026   SCHREN     0.15314628
5249   SCHREN     0.16770872
5447   SCHREN     0.15828635
5703   SCHREN     0.16327891
5987   SCHREN     0.16337350
6305   SCHREN     0.16204164
6766   SCHREN     0.17852358
6879   SCHREN     0.16254747
7147   SCHREN     0.18579917
7439   SCHREN     0.18213910
7669   SCHREN     0.18136370
8047   SCHREN     0.17317870
8310   SCHREN     0.18540243
8627   SCHREN     0.17954457
8932   SCHREN     0.19302872
9171   SCHREN     0.18216168
9557   SCHREN     0.19288668
9847   SCHREN     0.19550077
10071  SCHREN     0.19346279
10342  SCHREN     0.20051262
10693  SCHREN     0.19065760
11049  SCHREN     0.19852348
11274  SCHREN     0.20221538
11532  SCHREN     0.20068940
11856  SCHREN     0.20371193
12065  SCHREN     0.20859232
12393  SCHREN     0.20688660

SCHW
      ticker  signal_return
373     SCHW     0.03168094
790     SCHW     0.02706689
1037    SCHW     0.04079087
1531    SCHW    -0.12829628
1883    SCHW    -0.02719756
2769    SCHW    -0.01469824
3247    SCHW     0.03299058
3692    SCHW    -0.08788599
4484    SCHW    -0.12010961
5095    SCHW    -0.03507981
5581    SCHW     0.03012832
6207    SCHW    -0.01864919
6660    SCHW     0.06270810
6949    SCHW    -0.10993216
7324    SCHW     0.01686680
7813    SCHW     0.18054110
8194    SCHW    -0.16004892
8884    SCHW    -0.00695020
9137    SCHW    -0.06422972
9459    SCHW    -0.07759819
9962    SCHW     0.00758454
10432   SCHW    -0.04869817
10863   SCHW     0.15647877
11245   SCHW     0.02848216
11473   SCHW    -0.02311565
11842   SCHW    -0.06090089
12121   SCHW    -0.05593154

SEE
      ticker  signal_return
663      SEE     0.01134585
938      SEE     0.04244429
1532     SEE    -0.14310084
1780     SEE    -0.04593319
2974     SEE    -0.12540351
3182     SEE     0.04821693
3733     SEE    -0.22346618
4004     SEE     0.06638309
4334     SEE     0.03751342
4874     SEE     0.00697527
5623     SEE     0.02825994
5894     SEE     0.03736233
6432     SEE    -0.08079510
6880     SEE    -0.02919015
7352     SEE     0.01791373
7565     SEE     0.03376255
7988     SEE    -0.07589432
8296     SEE     0.02286448
8678     SEE    -0.06732912
9535     SEE    -0.12441997
9738     SEE    -0.04522075
10455    SEE    -0.01343805
11165    SEE    -0.03691379
11434    SEE    -0.03155877
11874    SEE     0.03133475
12122    SEE    -0.00047037

SHW
      ticker  signal_return
263      SHW     0.05236577
1276     SHW    -0.03497504
1761     SHW    -0.02930594
2711     SHW     0.02470907
3228     SHW     0.01503032
3524     SHW     0.01896639
4023     SHW     0.05918696
4353     SHW     0.06432706
4735     SHW     0.04460394
5027     SHW    -0.01418828
5308     SHW    -0.03371793
5553     SHW    -0.04619546
5662     SHW    -0.04264882
6208     SHW    -0.05748553
6800     SHW     0.06664006
6894     SHW    -0.08063684
8306     SHW     0.03914605
8679     SHW    -0.00610589
9536     SHW    -0.04389945
9625     SHW    -0.00687562
10200    SHW     0.02080608
10625    SHW    -0.08523950
11317    SHW     0.07915174
11685    SHW     0.00981355
12186    SHW     0.02456198
12700    SHW     0.03962461

SIG
      ticker  signal_return
516      SIG     0.01998952
1218     SIG    -0.07480758
1456     SIG     0.16693041
1781     SIG     0.07923102
2406     SIG     0.01219807
2737     SIG    -0.06707973
3264     SIG    -0.01367040
3938     SIG     0.09199406
4860     SIG     0.00484386
5237     SIG     0.04787200
6042     SIG     0.05512478
6806     SIG     0.00853572
7032     SIG     0.02659602
7458     SIG     0.07480491
8048     SIG     0.13440108
9026     SIG     0.14884325
9323     SIG    -0.05678077
9963     SIG    -0.15997676
10201    SIG    -0.04039538
10807    SIG     0.11667969
11522    SIG     0.21901490
12452    SIG     0.03615150

SJM
      ticker  signal_return
618      SJM    -0.06755629
812      SJM    -0.00452223
1204     SJM     0.04777713
2391     SJM     0.05708097
2770     SJM    -0.06363995
3511     SJM    -0.03530896
3907     SJM    -0.02016967
4708     SJM     0.07706469
5043     SJM    -0.00635641
5261     SJM     0.01870171
5624     SJM    -0.06159142
5806     SJM     0.02999997
6306     SJM    -0.04611561
6807     SJM    -0.01673570
7404     SJM     0.00222378
8049     SJM     0.01609602
8654     SJM    -0.04270398
9257     SJM     0.14395563
9805     SJM     0.01457087
10041    SJM     0.03148573
10326    SJM     0.02622952
10914    SJM    -0.02325867
11435    SJM     0.05065660
12084    SJM     0.02630083

SLB
      ticker  signal_return
58       SLB    -0.00011488
362      SLB     0.02918495
1012     SLB    -0.03526062
1730     SLB     0.00548536
1927     SLB     0.06727520
2407     SLB     0.11542240
2712     SLB    -0.05147203
3330     SLB     0.05842587
3641     SLB    -0.02147034
4231     SLB    -0.02086098
4595     SLB    -0.09369574
4928     SLB    -0.08399181
5316     SLB     0.03658004
6043     SLB     0.03758768
6556     SLB     0.06244496
7281     SLB    -0.06615821
7628     SLB     0.09789743
8267     SLB     0.00696774
8739     SLB    -0.04710488
9793     SLB     0.02061679
10285    SLB    -0.07684310
10559    SLB    -0.02918495
11099    SLB    -0.00192648
11373    SLB    -0.06165201
11888    SLB    -0.00255755
12200    SLB     0.04216465
12620    SLB     0.04390173

SLG
      ticker  signal_return
456      SLG    -0.02730509
1357     SLG     0.02468228
1735     SLG    -0.00271180
1982     SLG     0.03143144
2230     SLG     0.03655371
2435     SLG    -0.00434059
3374     SLG    -0.01756985
3852     SLG     0.01339345
4257     SLG     0.01124792
4550     SLG     0.03973406
5223     SLG    -0.04873048
5518     SLG     0.03070526
5785     SLG     0.03710362
6767     SLG    -0.03730036
7078     SLG    -0.02061752
7629     SLG     0.12529484
8050     SLG     0.04465614
8706     SLG     0.07126409
9668     SLG     0.09475803
9941     SLG    -0.06824785
10356    SLG     0.10875386
10712    SLG    -0.09054512
11190    SLG    -0.06463059
11843    SLG    -0.07628786

SNA
      ticker  signal_return
215      SNA    -0.00576027
517      SNA     0.03957489
1038     SNA     0.00223152
1404     SNA    -0.09258064
1749     SNA    -0.00632113
2124     SNA    -0.00466846
2436     SNA     0.00583881
2738     SNA     0.02810586
3693     SNA    -0.15447143
3825     SNA     0.06241364
4466     SNA    -0.02250581
4879     SNA     0.01462804
5295     SNA     0.01877245
5572     SNA    -0.00112566
5919     SNA     0.01680816
6433     SNA    -0.07090714
6768     SNA    -0.00665485
6959     SNA    -0.07750811
7282     SNA     0.02827397
7519     SNA    -0.03685921
7974     SNA     0.10317318
8754     SNA     0.01592626
9460     SNA    -0.05204236
10202    SNA    -0.01860300
10575    SNA     0.05625272
11008    SNA     0.03417641
11474    SNA    -0.04145900
12123    SNA    -0.05197464

SNI
      ticker  signal_return
197      SNI     0.00140602
494      SNI    -0.04774207
909      SNI    -0.15440418
1145     SNI    -0.17476231
1533     SNI    -0.12560433
2557     SNI     0.02395475
2860     SNI    -0.06985261
3642     SNI    -0.00641971
4278     SNI    -0.05856205
4690     SNI    -0.01288017
5258     SNI    -0.00761006
5582     SNI    -0.00772128
6044     SNI     0.04274762
6434     SNI     0.08104384
6881     SNI    -0.12596080
7223     SNI    -0.02236209
7753     SNI    -0.17280305
8028     SNI    -0.04471432
8401     SNI     0.03479142
9461     SNI    -0.09329736
9733     SNI    -0.04991439
10286    SNI    -0.03329246
10591    SNI     0.05397948
11298    SNI     0.01637744
11624    SNI     0.01850213
12356    SNI     0.09215492

SNPS
      ticker  signal_return
495     SNPS    -0.04498751
1013    SNPS     0.05367386
1342    SNPS    -0.01967754
1938    SNPS     0.00211026
3229    SNPS    -0.02154786
4035    SNPS     0.04369344
4956    SNPS     0.02967059
5305    SNPS    -0.01610204
5583    SNPS     0.02538000
6170    SNPS     0.00136973
6528    SNPS    -0.08149846
6594    SNPS     0.02647919
7286    SNPS    -0.09165308
7529    SNPS     0.06910306
7887    SNPS     0.02721420
8478    SNPS     0.02761267
9103    SNPS     0.06213178
9392    SNPS     0.01618575
9925    SNPS     0.07697439
10466   SNPS    -0.02558882
11100   SNPS    -0.03492144
11436   SNPS     0.13260964
12234   SNPS    -0.02190368
12727   SNPS    -0.03886203

SO
      ticker  signal_return
273       SO    -0.02092114
1646      SO     0.02940016
1970      SO     0.05361195
3094      SO    -0.04611033
3610      SO     0.07405543
4424      SO     0.05286349
4709      SO    -0.10746001
4929      SO     0.02762301
5591      SO     0.01385336
5878      SO    -0.02626177
6385      SO    -0.01069733
7588      SO     0.01796840
7989      SO     0.00892989
8420      SO     0.01709783
9537      SO     0.04220035
10394     SO    -0.01275934
10915     SO    -0.01234650
11755     SO     0.01399463
12728     SO    -0.06332381

SPG
      ticker  signal_return
457      SPG    -0.03412499
1298     SPG     0.01769624
1667     SPG     0.01567032
2011     SPG     0.05103629
2269     SPG     0.03375889
2861     SPG    -0.00610546
3322     SPG    -0.04348896
3498     SPG    -0.04680893
3884     SPG     0.03215384
4425     SPG     0.07357251
4736     SPG    -0.05451233
5096     SPG    -0.10613549
5807     SPG     0.00471070
7041     SPG    -0.02643462
8340     SPG     0.06156095
8655     SPG    -0.03866228
8997     SPG    -0.05124960
9078     SPG    -0.06366924
9558     SPG     0.03961050
9859     SPG    -0.05259447
10203    SPG     0.06439243
10661    SPG     0.03243974
11797    SPG    -0.11462830
11902    SPG    -0.00283086
12431    SPG     0.05059801

SPGI
      ticker  signal_return
9703    SPGI     0.06510262
10072   SPGI     0.03415709
10752   SPGI     0.02416224
11112   SPGI     0.02247683
11585   SPGI     0.04010494
11912   SPGI    -0.01253168
12235   SPGI     0.03579669
12586   SPGI     0.04121472

SPLS
      ticker  signal_return
1262    SPLS     0.07442633
1799    SPLS    -0.07461793
2450    SPLS    -0.02004328
3288    SPLS    -0.03354903
4055    SPLS     0.18580588
4363    SPLS     0.03720332
4821    SPLS    -0.13616505
5097    SPLS    -0.00909418
6045    SPLS     0.09655116
6769    SPLS     0.05493372
6950    SPLS    -0.08185103
7520    SPLS     0.09621211
7990    SPLS    -0.03895874
8565    SPLS     0.05570104
9027    SPLS    -0.03370453
9871    SPLS    -0.07542376
10446   SPLS     0.09245357
10947   SPLS     0.10659710
11903   SPLS    -0.15953468
12074   SPLS     0.01564977

SPRENG
       ticker  signal_return
59     SPRENG     0.09850331
363    SPRENG     0.09973307
718    SPRENG     0.10190032
981    SPRENG     0.10748536
1277   SPRENG     0.12343030
1668   SPRENG     0.11164242
1868   SPRENG     0.11758694
2109   SPRENG     0.13612242
2346   SPRENG     0.12942915
2609   SPRENG     0.13808502
2888   SPRENG     0.13940234
3183   SPRENG     0.13888090
3417   SPRENG     0.14896329
3790   SPRENG     0.15249669
4086   SPRENG     0.16004103
4392   SPRENG     0.15363929
4691   SPRENG     0.15429275
4970   SPRENG     0.15660406
5224   SPRENG     0.16743507
5393   SPRENG     0.15273603
5677   SPRENG     0.16402306
5939   SPRENG     0.15998763
6251   SPRENG     0.17686861
6557   SPRENG     0.16592565
6848   SPRENG     0.17191536
7094   SPRENG     0.17301094
7378   SPRENG     0.17727092
7602   SPRENG     0.17915612
8006   SPRENG     0.17868246
8251   SPRENG     0.17588137
8555   SPRENG     0.18482873
8847   SPRENG     0.18613417
9093   SPRENG     0.19247973
9352   SPRENG     0.19293498
9768   SPRENG     0.18365617
10000  SPRENG     0.18659611
10272  SPRENG     0.19760610
10543  SPRENG     0.19002020
10967  SPRENG     0.20863612
11232  SPRENG     0.19795733
11392  SPRENG     0.20526234
11734  SPRENG     0.19853667
12015  SPRENG     0.20957673
12236  SPRENG     0.21279938
12563  SPRENG     0.21052750

SRCL
      ticker  signal_return
404     SRCL    -0.01269697
2047    SRCL    -0.02022063
2586    SRCL     0.00547162
3489    SRCL    -0.05746848
3826    SRCL     0.03851022
4175    SRCL     0.03465996
4613    SRCL    -0.02710112
5064    SRCL     0.02672773
5317    SRCL    -0.05741955
6386    SRCL     0.00727996
7042    SRCL    -0.18830117
7171    SRCL    -0.01321132
8114    SRCL    -0.03179651
8541    SRCL     0.03025034
8943    SRCL    -0.02081575
9704    SRCL    -0.18237859
9860    SRCL     0.07616375
10273   SRCL     0.05007946
10788   SRCL     0.01428101
11475   SRCL     0.03827182

SRE
      ticker  signal_return
458      SRE     0.00545932
2110     SRE    -0.00530073
2504     SRE     0.00255892
3095     SRE    -0.08719131
3265     SRE    -0.00441928
3611     SRE     0.04877253
4498     SRE    -0.00278989
5554     SRE    -0.00411307
5988     SRE     0.00583825
6503     SRE    -0.16141656
6801     SRE     0.03992082
7283     SRE    -0.05987096
7535     SRE     0.02384084
8268     SRE     0.04116624
8607     SRE    -0.02873341
9182     SRE     0.03733572
9586     SRE    -0.01894700
9964     SRE     0.03243424
10753    SRE     0.00010065
11640    SRE     0.03733170
11954    SRE     0.00943106
12237    SRE    -0.00380245
12621    SRE    -0.01530642

STI
      ticker  signal_return
693      STI    -0.00203312
1219     STI     0.00105180
1898     STI    -0.05734870
2558     STI    -0.02097979
3057     STI    -0.02006720
3694     STI    -0.09765787
4292     STI     0.00523235
4614     STI    -0.06850256
5157     STI    -0.02676934
5663     STI     0.01173791
6171     STI    -0.01735255
6661     STI     0.05507871
7294     STI     0.02718435
7814     STI     0.14006594
8166     STI    -0.09012001
8740     STI     0.07392218
9151     STI    -0.01214070
9538     STI    -0.11754810
10094    STI    -0.00936187
10395    STI     0.01288334
10864    STI     0.13442426
11214    STI    -0.03501452
11476    STI     0.02763590
11844    STI    -0.10936846

STT
      ticker  signal_return
301      STT    -0.08994325
637      STT     0.03207333
1160     STT    -0.07275678
1534     STT    -0.02763324
2064     STT    -0.03240524
2771     STT     0.02340212
3375     STT    -0.08098257
3695     STT    -0.13417419
3991     STT     0.02285002
4318     STT    -0.05371953
4639     STT    -0.05361507
5540     STT    -0.02039971
5853     STT    -0.06922271
6123     STT    -0.04584955
6770     STT     0.01231275
6951     STT    -0.01304203
7325     STT    -0.01505434
7754     STT     0.13491403
8755     STT    -0.00083257
9462     STT    -0.05616165
9840     STT     0.07942713
10095    STT     0.00142066
10396    STT    -0.00957619
10865    STT     0.07520424
11299    STT    -0.07966800
12300    STT    -0.02104577

STX
      ticker  signal_return
364      STX     0.02106886
939      STX     0.13411465
1205     STX    -0.18376482
2739     STX     0.02034196
3260     STX    -0.08392541
3565     STX    -0.08938389
3977     STX     0.05978298
4450     STX    -0.07764549
4766     STX    -0.03635849
5120     STX     0.02042403
5989     STX     0.07925731
6864     STX     0.12822789
7116     STX     0.06084768
7888     STX     0.04413275
8542     STX    -0.34962923
8756     STX     0.33407563
9705     STX     0.10163980
10129    STX     0.12116527
11009    STX    -0.01083666
11477    STX     0.10491514
11845    STX    -0.06654766
12276    STX    -0.16961311
12301    STX    -0.01699356

STZ
      ticker  signal_return
60       STZ     0.02134951
343      STZ     0.05812812
719      STZ     0.04434799
1206     STZ     0.01271094
1736     STZ     0.00437691
1971     STZ    -0.06340151
2630     STZ     0.00290411
3908     STZ     0.04653519
4232     STZ     0.02883341
4570     STZ     0.04779872
4957     STZ     0.02207747
5296     STZ    -0.01740644
5854     STZ    -0.05235297
6435     STZ     0.04729293
6832     STZ     0.01910574
7431     STZ     0.00386359
7815     STZ    -0.07889594
8167     STZ    -0.03652377
8680     STZ    -0.00946211
9007     STZ    -0.06407931
10234    STZ    -0.05076312
10772    STZ     0.08936433
11686    STZ     0.02023425
11995    STZ     0.04356654
12412    STZ     0.04472520

SWK
      ticker  signal_return
198      SWK    -0.17567629
405      SWK    -0.07066791
1405     SWK    -0.05342442
2162     SWK     0.00699059
2537     SWK     0.00306836
2960     SWK     0.00209101
3441     SWK    -0.12013976
3594     SWK    -0.08897495
4045     SWK     0.00209512
4426     SWK    -0.04888871
4663     SWK    -0.06815674
4930     SWK    -0.02767582
5563     SWK     0.01587194
5855     SWK    -0.00537205
6662     SWK    -0.00117570
7210     SWK     0.01067642
7454     SWK    -0.01414662
7755     SWK     0.05249432
8556     SWK     0.05251983
8863     SWK     0.00053428
9463     SWK    -0.12485589
9669     SWK     0.06377762
10096    SWK    -0.00298634
10433    SWK    -0.09251066
10491    SWK    -0.00237691
10916    SWK    -0.03234659
11846    SWK     0.02074239
12201    SWK    -0.00736934

SWKS
      ticker  signal_return
568     SWKS    -0.07395815
829     SWKS     0.04110799
1325    SWKS     0.04075648
1705    SWKS     0.16430305
2154    SWKS    -0.00314323
2451    SWKS     0.04455652
2889    SWKS     0.03046187
3199    SWKS     0.00898802
3442    SWKS    -0.11492165
3696    SWKS    -0.24198221
3978    SWKS     0.09051720
4293    SWKS     0.03355263
4692    SWKS     0.09011661
5013    SWKS     0.16821167
5644    SWKS     0.03152726
6417    SWKS     0.06570431
7715    SWKS     0.10189478
8186    SWKS    -0.20770435
8543    SWKS    -0.03004970
9044    SWKS    -0.06117779
9539    SWKS    -0.12706769
9769    SWKS     0.01431880
10001   SWKS     0.05776949
10447   SWKS    -0.06066401
11101   SWKS    -0.03933859
11393   SWKS     0.08611324
11913   SWKS     0.03640402
12238   SWKS     0.01278164
12622   SWKS    -0.01596992

SYF
      ticker  signal_return
3867     SYF     0.11082240
4499     SYF     0.02653019
4855     SYF    -0.00499065
5573     SYF    -0.01670502
6180     SYF     0.02373483
7326     SYF    -0.08055785
7816     SYF     0.14339146
8168     SYF    -0.12357596
8823     SYF    -0.01861621
9258     SYF    -0.22227395
9324     SYF    -0.06122491
10516    SYF    -0.18585728
10592    SYF     0.17934664
11028    SYF     0.08813919
11300    SYF    -0.06705509
11979    SYF     0.04027390
12341    SYF     0.01106439

SYK
      ticker  signal_return
199      SYK     0.00023803
459      SYK     0.02625465
1182     SYK     0.01840946
1573     SYK     0.02940111
2004     SYK    -0.07796475
2179     SYK    -0.04523352
3109     SYK    -0.05975581
3612     SYK     0.04258925
4024     SYK     0.06630151
4427     SYK    -0.04077268
5410     SYK     0.00341562
6172     SYK     0.03558952
6529     SYK    -0.04206709
7530     SYK     0.04517476
7889     SYK    -0.09901114
8033     SYK     0.03193884
8366     SYK     0.05672626
8663     SYK     0.00556393
9273     SYK     0.06057101
9652     SYK    -0.06233309
10204    SYK    -0.05411564
10694    SYK    -0.02803922
10808    SYK    -0.06106861
11332    SYK     0.00417503
11756    SYK     0.02244004
12239    SYK     0.03068826
12564    SYK     0.00641256

SYLVES
       ticker  signal_return
61     SYLVES     0.08624389
323    SYLVES     0.10992045
706    SYLVES     0.11035509
968    SYLVES     0.11196117
1263   SYLVES     0.11616816
1625   SYLVES     0.11472760
1842   SYLVES     0.12226536
2072   SYLVES     0.12476050
2338   SYLVES     0.13290204
2596   SYLVES     0.13413538
2862   SYLVES     0.13521097
3159   SYLVES     0.13353838
3399   SYLVES     0.14760188
3780   SYLVES     0.14317452
4066   SYLVES     0.15452815
4385   SYLVES     0.14673947
4680   SYLVES     0.15750523
4971   SYLVES     0.15987583
5225   SYLVES     0.16349080
5394   SYLVES     0.16091462
5678   SYLVES     0.17003119
5940   SYLVES     0.15776709
6252   SYLVES     0.16708903
6558   SYLVES     0.17045417
6849   SYLVES     0.17090560
7095   SYLVES     0.16986026
7379   SYLVES     0.17842550
7630   SYLVES     0.17137368
8012   SYLVES     0.18365144
8269   SYLVES     0.19410395
8570   SYLVES     0.17481566
8885   SYLVES     0.18197742
9115   SYLVES     0.18600353
9393   SYLVES     0.19634403
9806   SYLVES     0.18227042
10033  SYLVES     0.18379669
10307  SYLVES     0.19564385
10593  SYLVES     0.19244223
11010  SYLVES     0.20515459
11255  SYLVES     0.20045468
11478  SYLVES     0.21179528
11775  SYLVES     0.20283735
12036  SYLVES     0.19936926
12302  SYLVES     0.21076426
12623  SYLVES     0.21061936

SYMC
      ticker  signal_return
583     SYMC    -0.09788734
1441    SYMC    -0.10894455
1477    SYMC    -0.00635231
1832    SYMC    -0.01706062
2339    SYMC    -0.02073134
2713    SYMC     0.04968902
3697    SYMC    -0.12936365
3979    SYMC     0.04861309
5098    SYMC     0.01396001
6068    SYMC     0.01267223
6475    SYMC     0.07554665
7687    SYMC    -0.09157360
7991    SYMC    -0.04821447
8417    SYMC     0.03299153
9325    SYMC     0.11701319
9907    SYMC     0.10709159
10130   SYMC     0.01757936
10434   SYMC    -0.00632163
10789   SYMC    -0.03909940
11348   SYMC     0.12149426
11889   SYMC     0.02170007
12277   SYMC    -0.04784661
12532   SYMC     0.00234486

SYY
      ticker  signal_return
619      SYY     0.01641583
946      SYY    -0.03629356
2245     SYY     0.00188046
2538     SYY    -0.00881535
3041     SYY    -0.05717398
3135     SYY     0.01368082
3939     SYY     0.04288365
4428     SYY    -0.02196796
4812     SYY    -0.01215585
5250     SYY    -0.00660313
5541     SYY    -0.01703434
5990     SYY    -0.06145456
6504     SYY    -0.03692273
8083     SYY     0.03237857
8444     SYY     0.02542728
8953     SYY    -0.01033922
9587     SYY     0.02048253
10235    SYY     0.02470076
10819    SYY     0.00625462
11183    SYY     0.00922220
11550    SYY    -0.01392754
12278    SYY     0.02049252

T
      ticker  signal_return
518        T     0.01073153
1535       T    -0.00624027
1954       T     0.01324303
2863       T    -0.04949000
4341       T    -0.03244676
5464       T     0.00257843
5786       T     0.01295793
6663       T     0.02487238
7660       T     0.02029995
8072       T     0.02438143
8341       T     0.03851634
9020       T     0.01389438
9296       T     0.07203737
10205      T     0.00919741
10594      T    -0.00186542
11191      T    -0.00069138
11955      T    -0.03684041
12342      T     0.03884733

TAP
      ticker  signal_return
519      TAP     0.00911719
1161     TAP    -0.04256736
1536     TAP    -0.10734863
1731     TAP     0.01138387
1994     TAP     0.01633642
2270     TAP     0.06374778
2539     TAP     0.09487407
3383     TAP    -0.05601356
4571     TAP    -0.00736010
5306     TAP    -0.06770441
6046     TAP     0.01829930
6771     TAP    -0.22061328
6833     TAP     0.03574768
7344     TAP     0.01735525
8479     TAP     0.02689131
8824     TAP     0.00479666
9194     TAP    -0.03317696
9841     TAP    -0.07765279
10118    TAP     0.04199969
10521    TAP    -0.11615515
10917    TAP     0.00214201
11702    TAP    -0.02541786
12394    TAP    -0.06509674

TARDA
      ticker  signal_return
62     TARDA     0.09713356
324    TARDA     0.10134521
707    TARDA     0.10466697
982    TARDA     0.10718239
1310   TARDA     0.12300214
1686   TARDA     0.11682198
1884   TARDA     0.13129931
2125   TARDA     0.12784206
2354   TARDA     0.12931223
2631   TARDA     0.12893423
2890   TARDA     0.12792939
3184   TARDA     0.14240961
3418   TARDA     0.13996275
3791   TARDA     0.14879246
4078   TARDA     0.14750515
4393   TARDA     0.14796846
4693   TARDA     0.15150758
4972   TARDA     0.16319255
5226   TARDA     0.16047048
5395   TARDA     0.15976639
5679   TARDA     0.16847434
5941   TARDA     0.16873709
6253   TARDA     0.17129006
6559   TARDA     0.16962936
6850   TARDA     0.17413196
7096   TARDA     0.18044173
7380   TARDA     0.18115639
7603   TARDA     0.17080868
8007   TARDA     0.17726488
8252   TARDA     0.18158611
8557   TARDA     0.19144651
8864   TARDA     0.17975307
9104   TARDA     0.18840439
9363   TARDA     0.19161236
9778   TARDA     0.19781904
10019  TARDA     0.18839627
10287  TARDA     0.18925501
10560  TARDA     0.19049147
10985  TARDA     0.19428656
11233  TARDA     0.20791870
11394  TARDA     0.20198606
11724  TARDA     0.19768221
12004  TARDA     0.20439212
12202  TARDA     0.20269129
12548  TARDA     0.20828338

TDG
      ticker  signal_return
222      TDG    -0.03352106
584      TDG    -0.00967384
875      TDG     0.05413668
1220     TDG     0.04502941
1714     TDG     0.02539064
1928     TDG    -0.02326957
2418     TDG     0.01895339
2918     TDG     0.03617878
3211     TDG     0.03448433
4233     TDG     0.00383510
4572     TDG     0.04439176
4993     TDG     0.00940679
5625     TDG    -0.01583007
5942     TDG     0.01370974
6332     TDG    -0.02111871
6436     TDG    -0.03853037
6960     TDG    -0.02213562
7405     TDG    -0.07023509
8187     TDG    -0.16078749
8921     TDG     0.09439536
9183     TDG    -0.02462337
9653     TDG     0.03924780
9926     TDG     0.01648133
10662    TDG    -0.04547010
10992    TDG    -0.00423053
11395    TDG    -0.09591098
12016    TDG    -0.12714671
12533    TDG     0.05910431

TEL
      ticker  signal_return
105      TEL    -0.02770050
1343     TEL     0.01987228
1995     TEL    -0.04035606
2340     TEL    -0.08626730
2559     TEL     0.02322357
2798     TEL    -0.04211820
3490     TEL     0.07379680
4167     TEL     0.02059816
4787     TEL     0.07455423
5065     TEL    -0.01686520
5519     TEL    -0.03615296
6009     TEL     0.09962984
6664     TEL    -0.04296365
7230     TEL     0.04030044
7817     TEL     0.08721242
8169     TEL    -0.12538764
8707     TEL    -0.05310983
9055     TEL    -0.04718894
9464     TEL    -0.06761952
10034    TEL     0.01575310
10308    TEL    -0.03732839
10866    TEL     0.07364703
11184    TEL    -0.04554455
11479    TEL    -0.00794971
11847    TEL    -0.02070412
12107    TEL    -0.05441600
12701    TEL    -0.02191209

TGT
      ticker  signal_return
282      TGT    -0.03972375
735      TGT    -0.05491308
1311     TGT     0.07369062
2360     TGT    -0.03625408
2952     TGT     0.01015292
3345     TGT     0.01378669
4046     TGT     0.12400590
4507     TGT    -0.01695748
4958     TGT     0.04684904
5297     TGT    -0.03865452
5973     TGT    -0.02315416
6772     TGT    -0.03613515
7362     TGT    -0.01919388
8008     TGT    -0.07851407
8283     TGT     0.05757712
9028     TGT     0.10436203
9807     TGT    -0.07270925
10243    TGT     0.00499781
10773    TGT    -0.16446356
10948    TGT     0.07344464
11381    TGT    -0.00630537
11806    TGT     0.09208245
12080    TGT    -0.08256232

TIF
      ticker  signal_return
302      TIF    -0.07011584
708      TIF     0.10143390
1039     TIF    -0.05344183
2369     TIF     0.03427241
2740     TIF    -0.02291199
3566     TIF    -0.00454811
4067     TIF     0.00732957
4596     TIF    -0.00738754
5107     TIF    -0.04631537
5717     TIF    -0.00656275
6486     TIF     0.11250451
6952     TIF    -0.05216764
7631     TIF     0.15053806
8633     TIF    -0.01829110
9056     TIF     0.05437768
9326     TIF    -0.03386361
9942     TIF     0.01527891
10809    TIF     0.08981115
11166    TIF    -0.09600829
11703    TIF     0.09003515
12005    TIF    -0.03172496
12587    TIF    -0.07798489

TJX
      ticker  signal_return
128      TJX     0.01614674
406      TJX     0.08542701
757      TJX    -0.02963657
1358     TJX    -0.01634059
2253     TJX     0.02369632
2684     TJX     0.01383976
3200     TJX     0.02295847
3698     TJX     0.03870834
4234     TJX     0.03285808
5268     TJX    -0.08203134
5360     TJX    -0.01382897
6387     TJX     0.01580471
7353     TJX    -0.03328598
8087     TJX     0.03794564
8517     TJX     0.00103546
9057     TJX    -0.04466710
9654     TJX     0.03753392
9943     TJX    -0.09766647
10206    TJX     0.01373759
10544    TJX    -0.00804469
10993    TJX    -0.01021539
11857    TJX     0.00477508
12449    TJX    -0.10354518
12478    TJX     0.00803108

TMK
      ticker  signal_return
344      TMK     0.01006400
886      TMK     0.03235272
1537     TMK    -0.08009572
1800     TMK    -0.00024889
2280     TMK     0.42824446
3042     TMK    -0.04068547
3491     TMK    -0.00736624
4335     TMK    -0.03282732
4788     TMK    -0.06071814
5188     TMK     0.02818919
5664     TMK     0.01326576
5920     TMK     0.02545985
6307     TMK    -0.04625959
7327     TMK     0.01593659
7632     TMK     0.06677937
8217     TMK    -0.12084317
8825     TMK     0.03695088
9079     TMK     0.00468150
9394     TMK     0.00007525
10042    TMK     0.02276724
10867    TMK     0.09134508
11234    TMK    -0.00785877
11641    TMK     0.03306193
12505    TMK    -0.03812507

TMO
      ticker  signal_return
146      TMO    -0.01566499
460      TMO     0.04688598
791      TMO     0.01004124
1040     TMO     0.08524794
1574     TMO     0.06976809
2197     TMO    -0.01572222
2891     TMO     0.00453516
3643     TMO    -0.00920887
4146     TMO     0.01989417
4573     TMO    -0.04289676
4994     TMO     0.04194808
5238     TMO    -0.02519321
5520     TMO    -0.03094524
6162     TMO     0.02129229
6773     TMO    -0.03021904
7256     TMO     0.02792515
7661     TMO    -0.04562895
8051     TMO    -0.01962362
8656     TMO     0.01101363
9021     TMO     0.03505657
9540     TMO    -0.11994883
9719     TMO     0.00778615
11029    TMO     0.01468970
11533    TMO     0.04760516
11956    TMO    -0.05481261
12303    TMO     0.02538774
12702    TMO    -0.00447684

TRIP
      ticker  signal_return
638     TRIP     0.06038146
1424    TRIP    -0.25996216
1626    TRIP     0.13396057
2180    TRIP    -0.19889534
2505    TRIP     0.05797769
3512    TRIP     0.03982184
4005    TRIP    -0.07068706
4664    TRIP    -0.24486702
4907    TRIP     0.00145525
5555    TRIP     0.03469161
5895    TRIP     0.03871596
6216    TRIP    -0.24029457
6487    TRIP     0.08530597
7047    TRIP    -0.04870656
7945    TRIP     0.17761644
9206    TRIP    -0.06517013
10274   TRIP    -0.02404199
10868   TRIP     0.09083607
11735   TRIP     0.09552974
12432   TRIP    -0.21135913
12624   TRIP     0.07453305

TROW
      ticker  signal_return
496     TROW     0.04030644
850     TROW     0.03221439
1406    TROW    -0.04399091
2721    TROW    -0.06169142
3043    TROW    -0.03963664
3734    TROW    -0.11558665
3967    TROW     0.00631453
4319    TROW    -0.02078907
4796    TROW    -0.04215965
5341    TROW    -0.01963837
5843    TROW     0.02372443
6595    TROW     0.05348801
7231    TROW     0.00698428
7818    TROW    -0.02328771
8518    TROW     0.04435080
8826    TROW    -0.04796703
9465    TROW    -0.05710254
10207   TROW     0.00544000
10695   TROW    -0.15363579
10918   TROW     0.08596754
11534   TROW    -0.07276196
12240   TROW    -0.01848173

TRV
      ticker  signal_return
200      TRV     0.00197686
792      TRV    -0.01283732
1344     TRV     0.01171542
2111     TRV     0.06242607
2392     TRV     0.01835450
3044     TRV    -0.05199649
3837     TRV     0.07505661
4147     TRV     0.02898012
4485     TRV     0.00046740
5158     TRV    -0.01052058
5396     TRV    -0.01732066
5745     TRV     0.03104470
6254     TRV     0.03146750
7107     TRV     0.03419522
7406     TRV    -0.03803073
7819     TRV     0.00141024
8457     TRV     0.01774886
9567     TRV     0.00682538
10140    TRV    -0.04815841
10377    TRV     0.04359131
10740    TRV    -0.06477969
11142    TRV     0.00237027
11848    TRV    -0.03082403
12625    TRV     0.03716256

TSCO
      ticker  signal_return
63      TSCO    -0.01168166
585     TSCO    -0.01599451
1076    TSCO    -0.02377205
1407    TSCO     0.04783486
2271    TSCO    -0.02085375
2696    TSCO    -0.04483929
3257    TSCO    -0.08041714
3613    TSCO    -0.21395066
3853    TSCO     0.06109434
4168    TSCO     0.02164475
4574    TSCO     0.02459766
4973    TSCO     0.02811569
5397    TSCO    -0.00601344
5896    TSCO     0.02359388
6287    TSCO    -0.06065049
6665    TSCO     0.00821215
7295    TSCO    -0.05954773
7706    TSCO    -0.02744093
8421    TSCO    -0.02207897
8865    TSCO    -0.01508305
9779    TSCO     0.04843180
10103   TSCO     0.20719048
10532   TSCO    -0.09827590
10986   TSCO     0.04254822
11246   TSCO    -0.03770094
11687   TSCO    -0.01068723
11996   TSCO     0.06234056
12327   TSCO     0.12922936

TSN
      ticker  signal_return
643      TSN    -0.13350589
803      TSN     0.09891377
1221     TSN     0.04216214
1687     TSN     0.10091815
1939     TSN    -0.00866820
2254     TSN    -0.08170049
2560     TSN    -0.04535570
4087     TSN    -0.08094682
5066     TSN    -0.09105083
5128     TSN    -0.02939073
5635     TSN    -0.00862538
5974     TSN    -0.02133353
6397     TSN    -0.05877878
6985     TSN    -0.00289888
7432     TSN     0.11125119
8115     TSN     0.14244162
8445     TSN    -0.00370014
9245     TSN    -0.09115030
9750     TSN     0.04363177
10024    TSN    -0.01186549
10456    TSN     0.00844888
11011    TSN    -0.07580650
12433    TSN    -0.00202473

TSS
      ticker  signal_return
64       TSS    -0.01743850
365      TSS     0.00364179
758      TSS     0.00834408
1014     TSS     0.02813565
2216     TSS    -0.03817625
3525     TSS    -0.00097895
3919     TSS     0.01404603
4429     TSS     0.00380953
4755     TSS     0.08361107
5036     TSS    -0.00447229
5485     TSS     0.02480176
5921     TSS     0.03541627
6238     TSS     0.07556041
6543     TSS    -0.01929992
7043     TSS     0.06138110
7425     TSS    -0.06890040
7707     TSS     0.21339643
8608     TSS     0.10294565
8922     TSS     0.01619011
9770     TSS    -0.14484496
9882     TSS    -0.01248098
10262    TSS    -0.00511505
11301    TSS    -0.02555307
11725    TSS    -0.05699814
12304    TSS     0.01973860
12626    TSS    -0.01299544

TURKES
       ticker  signal_return
65     TURKES     0.09719808
325    TURKES     0.09895366
694    TURKES     0.10863295
992    TURKES     0.10829605
1299   TURKES     0.11749432
1669   TURKES     0.11723708
1869   TURKES     0.13160794
2126   TURKES     0.12598430
2361   TURKES     0.12433855
2645   TURKES     0.13609796
2898   TURKES     0.14420538
3212   TURKES     0.13530547
3450   TURKES     0.13784727
3808   TURKES     0.14274289
4117   TURKES     0.14944961
4451   TURKES     0.15369358
4756   TURKES     0.15397838
5028   TURKES     0.15240710
5251   TURKES     0.16052146
5448   TURKES     0.15730851
5704   TURKES     0.15577293
5991   TURKES     0.16741001
6308   TURKES     0.17867357
6802   TURKES     0.17852320
6895   TURKES     0.18439225
7172   TURKES     0.16962858
7433   TURKES     0.17646141
7662   TURKES     0.17610944
8029   TURKES     0.17959614
8297   TURKES     0.17585900
8581   TURKES     0.18318904
8923   TURKES     0.18573554
9172   TURKES     0.19617055
9559   TURKES     0.18913281
9848   TURKES     0.19747538
10061  TURKES     0.19418906
10327  TURKES     0.19711630
10663  TURKES     0.18574099
11045  TURKES     0.20319109
11269  TURKES     0.19788053
11515  TURKES     0.20272981
11807  TURKES     0.20670127
12049  TURKES     0.19801777
12343  TURKES     0.19981076
12653  TURKES     0.19356455

TWX
      ticker  signal_return
245      TWX     0.05947278
1326     TWX    -0.01385854
2307     TWX     0.08304602
2714     TWX     0.20069677
3735     TWX    -0.09048542
4118     TWX     0.04558971
4467     TWX    -0.04603598
5189     TWX    -0.03003369
5865     TWX     0.02328607
6163     TWX    -0.08991813
6437     TWX     0.11925779
6953     TWX    -0.09864224
7257     TWX    -0.06986534
7550     TWX    -0.08235466
8195     TWX    -0.14156778
8741     TWX    -0.01153292
9541     TWX    -0.12301903
9655     TWX     0.01464341
9965     TWX    -0.05127094
10576    TWX     0.08872698
11102    TWX     0.02507080
11776    TWX     0.00236152
12145    TWX    -0.01802398

TXN
      ticker  signal_return
129      TXN     0.00246914
520      TXN     0.04192141
902      TXN     0.02071420
1359     TXN    -0.00218270
1546     TXN    -0.09976898
1762     TXN     0.03668534
2772     TXN    -0.05056026
3699     TXN    -0.18173801
3968     TXN     0.08840321
4279     TXN    -0.03923510
4875     TXN     0.02389706
5823     TXN     0.03095508
6124     TXN    -0.03318229
6596     TXN    -0.00777070
7048     TXN     0.09631235
7820     TXN     0.02843311
8519     TXN     0.04034131
9162     TXN    -0.00379194
9670     TXN     0.10642559
10610    TXN     0.03485641
11030    TXN    -0.00309619
11402    TXN     0.02405681
11918    TXN    -0.01104572
12669    TXN    -0.05519931

TXT
      ticker  signal_return
308      TXT    -0.10705975
695      TXT     0.06797959
1077     TXT     0.01886097
1750     TXT    -0.05383034
2217     TXT    -0.04066919
2561     TXT    -0.09559480
2790     TXT     0.01763714
3513     TXT    -0.07112902
3909     TXT     0.07606421
4908     TXT    -0.03149104
5298     TXT    -0.03307909
5626     TXT    -0.01895886
6275     TXT    -0.03160005
6666     TXT     0.00454635
7258     TXT    -0.00327180
7863     TXT     0.18473039
8742     TXT     0.00236190
9466     TXT    -0.08638461
10002    TXT    -0.04054790
10869    TXT     0.11154023
11302    TXT    -0.05643362

UA
      ticker  signal_return
9542      UA    -0.16173492
9808      UA     0.00051560
10448     UA     0.26266826
10994     UA    -0.06598484
11535     UA     0.03386567
11890     UA    -0.04462321

UAA
      ticker  signal_return
66       UAA    -0.04575179
497      UAA    -0.02061196
1041     UAA    -0.05157987
1457     UAA     0.07704235
1870     UAA    -0.17081616
2181     UAA     0.00103316
2610     UAA    -0.03848931
2953     UAA    -0.00158285
3331     UAA    -0.08450074
3700     UAA    -0.04989558
4194     UAA    -0.04858733
5170     UAA     0.06627379
5374     UAA    -0.10693169
6164     UAA     0.10003016
6834     UAA    -0.06062462
7363     UAA     0.05007201
7574     UAA     0.15421202
7992     UAA    -0.21214603
8687     UAA     0.11784046
9029     UAA    -0.03366967
9780     UAA    -0.01369561
10626    UAA     0.06468042
11106    UAA     0.00534225
11403    UAA     0.26715604
11869    UAA     0.02015182

UAL
      ticker  signal_return
657      UAL     0.08155665
1207     UAL     0.09326918
2048     UAL     0.05144269
3289     UAL    -0.06615348
3736     UAL    -0.30170171
3980     UAL     0.08980163
4710     UAL    -0.04612791
5287     UAL     0.00778719
5680     UAL     0.04749837
6841     UAL    -0.06371581
7821     UAL     0.11612187
8544     UAL    -0.05845433
8944     UAL     0.01384790
9327     UAL    -0.08578309
9734     UAL    -0.01219527
10097    UAL    -0.00649289
10561    UAL     0.16674879
10987    UAL     0.09227796
11930    UAL    -0.06063346
12439    UAL     0.03882892

UDR
      ticker  signal_return
461      UDR    -0.04257704
1550     UDR     0.06190774
2272     UDR     0.05233753
2697     UDR     0.02412152
2975     UDR     0.02454948
3443     UDR    -0.04318668
3969     UDR     0.01575353
4354     UDR     0.03567084
4665     UDR    -0.00920252
5227     UDR    -0.06837924
5763     UDR    -0.02793478
6398     UDR    -0.05774304
7044     UDR    -0.05921270
7455     UDR    -0.00798514
8170     UDR    -0.04273167
8480     UDR    -0.04296391
9228     UDR    -0.07544375
9706     UDR     0.00400161
10208    UDR     0.02220874
11235    UDR     0.01283705
12096    UDR     0.02701407
12565    UDR     0.04644877

UHS
      ticker  signal_return
147      UHS     0.05606700
498      UHS    -0.01201817
887      UHS    -0.01783362
1222     UHS    -0.07116075
1825     UHS    -0.01139761
2362     UHS     0.08956303
2662     UHS    -0.01223193
2961     UHS     0.08078782
3273     UHS    -0.04366960
3737     UHS     0.04331760
4468     UHS    -0.00262408
5205     UHS     0.00880472
5428     UHS     0.03281613
5718     UHS    -0.00715758
6005     UHS     0.00149058
6388     UHS    -0.03332475
6910     UHS     0.11452922
7946     UHS     0.07072935
8609     UHS     0.06468479
8933     UHS    -0.00341551
9883     UHS     0.03368688
10820    UHS    -0.13891922
11206    UHS    -0.10391190
11777    UHS    -0.03221490
12588    UHS     0.00648254

ULTA
      ticker  signal_return
106     ULTA     0.00938322
499     ULTA     0.03909576
940     ULTA    -0.00743814
1300    ULTA    -0.00174490
1871    ULTA    -0.08701138
3307    ULTA     0.14656240
3920    ULTA     0.03428538
4320    ULTA    -0.02181621
4757    ULTA     0.01401395
5044    ULTA     0.06482077
5429    ULTA    -0.03065820
6141    ULTA     0.01521081
6530    ULTA    -0.04370945
7364    ULTA    -0.17855588
7510    ULTA    -0.00768920
8116    ULTA    -0.03040160
8446    ULTA     0.05324838
8743    ULTA    -0.02227893
9163    ULTA     0.11260642
9588    ULTA     0.06963296
9944    ULTA    -0.10797511
10251   ULTA    -0.13302695
10790   ULTA    -0.12131703
11704   ULTA     0.03766091
12395   ULTA     0.05481375
12729   ULTA    -0.08063684

UNH
      ticker  signal_return
67       UNH    -0.05186752
500      UNH    -0.04423675
1189     UNH    -0.07728000
1584     UNH    -0.10911029
1782     UNH     0.04999377
2685     UNH     0.05010590
3338     UNH    -0.04631535
3827     UNH     0.07659447
4258     UNH     0.01625580
4575     UNH     0.02732153
5014     UNH     0.02574834
5975     UNH    -0.01750610
6774     UNH    -0.11156864
8270     UNH     0.04823860
8566     UNH     0.04513077
9207     UNH     0.04177143
9618     UNH     0.00350558
10209    UNH    -0.02249614
10545    UNH     0.05982434
11057    UNH     0.02807676
11670    UNH     0.04549857
12279    UNH     0.00675717
12627    UNH     0.04379112

UNM
      ticker  signal_return
462      UNM     0.04485455
851      UNM     0.02416772
1129     UNM    -0.08980771
1408     UNM    -0.05723383
1783     UNM     0.00169492
2198     UNM    -0.04406265
2562     UNM    -0.02102948
3258     UNM    -0.01747015
3567     UNM    -0.02612715
4452     UNM    -0.10485502
4666     UNM    -0.10855297
5764     UNM     0.00221914
6309     UNM    -0.11109664
6667     UNM     0.04989558
7259     UNM     0.05167609
7633     UNM     0.15831302
8171     UNM    -0.14912938
8827     UNM     0.04041068
9080     UNM    -0.04433581
9543     UNM    -0.08589928
10098    UNM    -0.01185450
10435    UNM    -0.01586369
10870    UNM     0.11373702
11215    UNM    -0.01312236
11480    UNM     0.06011364
11849    UNM    -0.07927418

UNP
      ticker  signal_return
463      UNP    -0.04615309
852      UNP     0.02278611
1111     UNP     0.03558250
1458     UNP     0.02839779
1784     UNP     0.02465945
2135     UNP     0.02092397
2419     UNP     0.00455972
2919     UNP     0.01476505
3213     UNP     0.04037375
3854     UNP     0.07449613
4148     UNP    -0.00761541
4909     UNP    -0.07367751
5259     UNP     0.00612020
5599     UNP     0.00911566
5992     UNP     0.06442318
6597     UNP     0.01103738
7487     UNP     0.04842473
7822     UNP    -0.02633330
8271     UNP     0.03553688
8866     UNP    -0.06971298
9656     UNP     0.03425067
10073    UNP    -0.01267630
10367    UNP    -0.09862748
10577    UNP    -0.08630320
10949    UNP     0.05131212
11481    UNP    -0.03427012
12328    UNP    -0.03431775

UPS
      ticker  signal_return
216      UPS     0.00239625
501      UPS     0.08804845
853      UPS     0.01922949
1130     UPS    -0.09514778
1409     UPS    -0.00302626
2308     UPS     0.02034468
2864     UPS    -0.07859268
2994     UPS     0.00772330
3828     UPS     0.05727642
4235     UPS     0.02275585
4737     UPS    -0.10665611
4758     UPS     0.00418144
5252     UPS    -0.00776782
5636     UPS    -0.02147641
6125     UPS    -0.07512476
7025     UPS     0.00818848
7708     UPS     0.00158286
8367     UPS     0.05212110
8828     UPS    -0.04768755
9395     UPS     0.02886495
10821    UPS     0.06405560
11167    UPS    -0.03602529
11536    UPS     0.01321541

URI
      ticker  signal_return
268      URI     0.06193831
759      URI     0.06617898
1001     URI     0.10797575
1312     URI     0.01572740
1688     URI     0.07653884
1899     URI    -0.01370685
2309     URI     0.09282191
2773     URI    -0.02876892
3201     URI     0.01913811
3595     URI    -0.09899396
4518     URI     0.02369311
5326     URI     0.05396473
5600     URI    -0.14268465
6066     URI     0.22824025
6668     URI    -0.09212048
7148     URI     0.02221421
7823     URI     0.25756502
8218     URI    -0.31941815
8867     URI    -0.01194090
9208     URI    -0.05776264
9781     URI     0.05808330
10035    URI    -0.08193197
10754    URI    -0.38562300
10871    URI     0.19784306
11437    URI     0.11972737
11850    URI    -0.07567812
12187    URI     0.06136448

URUMIE
       ticker  signal_return
68     URUMIE     0.09614654
326    URUMIE     0.09996186
709    URUMIE     0.10347402
969    URUMIE     0.11034257
1264   URUMIE     0.11271137
1647   URUMIE     0.12603924
1854   URUMIE     0.11343955
2090   URUMIE     0.13390491
2347   URUMIE     0.13471902
2632   URUMIE     0.14109369
2892   URUMIE     0.13420334
3185   URUMIE     0.13880250
3419   URUMIE     0.14615799
3800   URUMIE     0.14361263
4088   URUMIE     0.15038574
4394   URUMIE     0.14788286
4694   URUMIE     0.15261174
4995   URUMIE     0.15867438
5239   URUMIE     0.15299790
5411   URUMIE     0.17020000
5697   URUMIE     0.15893154
5976   URUMIE     0.17091483
6310   URUMIE     0.17430754
6775   URUMIE     0.17833401
6896   URUMIE     0.18734539
7173   URUMIE     0.16979833
7434   URUMIE     0.17900198
7663   URUMIE     0.17638290
8034   URUMIE     0.17432465
8307   URUMIE     0.17904229
8610   URUMIE     0.18331421
8924   URUMIE     0.17848085
9164   URUMIE     0.19504271
9544   URUMIE     0.18334239
9842   URUMIE     0.19502154
10051  URUMIE     0.19340264
10318  URUMIE     0.19141100
10627  URUMIE     0.20405459
11038  URUMIE     0.19453220
11265  URUMIE     0.19946181
11497  URUMIE     0.20102910
11798  URUMIE     0.21488563
12050  URUMIE     0.20026854
12344  URUMIE     0.19555532
12654  URUMIE     0.20952916

USB
      ticker  signal_return
760      USB     0.02017136
1042     USB     0.03829405
1812     USB     0.01439853
2663     USB    -0.03206672
3110     USB    -0.03502350
3701     USB    -0.08923418
4006     USB     0.02294252
4321     USB    -0.03905000
4640     USB    -0.08749505
5361     USB    -0.03450614
5856     USB    -0.03644918
6181     USB    -0.01415640
6776     USB    -0.00855228
7328     USB     0.00888085
7756     USB     0.02316516
8219     USB    -0.07730712
8829     USB    -0.02880509
9467     USB    -0.05808564
9908     USB     0.02731720
10664    USB     0.10953447
11074    USB     0.03868970
11482    USB     0.05471926
11851    USB    -0.08082597
12124    USB    -0.02820978

UTX
      ticker  signal_return
69       UTX    -0.04738153
1131     UTX     0.00971396
1996     UTX    -0.02594475
2563     UTX    -0.05142917
2920     UTX     0.01539145
3596     UTX    -0.05243640
4149     UTX     0.06016587
4486     UTX     0.02335786
4931     UTX    -0.00977962
5521     UTX    -0.03506084
6047     UTX     0.11947684
6598     UTX     0.05084299
6882     UTX    -0.11921307
7174     UTX    -0.01767652
7864     UTX     0.04086809
8298     UTX     0.01004422
8708     UTX    -0.00896517
9545     UTX    -0.10423860
9707     UTX     0.03608736
9945     UTX    -0.05534044
10263    UTX    -0.00059922
10919    UTX     0.01880069
11192    UTX     0.00551065
11726    UTX    -0.00302680
12203    UTX     0.05777096
12549    UTX    -0.00123370

V
      ticker  signal_return
221        V     0.00811465
586        V    -0.00442719
907        V     0.08209184
1327       V    -0.02492971
2012       V     0.00274812
2774       V    -0.02194709
3702       V    -0.20822157
3940       V     0.08901682
4280       V     0.01298868
4789       V    -0.10722435
4842       V    -0.00728903
6217       V     0.04767578
7079       V     0.02914465
7393       V    -0.02224408
7824       V     0.03096649
8172       V    -0.04313552
8611       V     0.04093873
9274       V    -0.09150847
9468       V    -0.05053351
10025      V     0.01736622
10950      V    -0.01246583
11483      V     0.05163764
11852      V     0.00213280
12468      V     0.02144564

VAR
      ticker  signal_return
70       VAR     0.00651641
327      VAR    -0.06047115
1223     VAR    -0.01212886
2163     VAR    -0.03273247
2664     VAR    -0.00083032
2937     VAR    -0.03831619
3469     VAR     0.01543717
4052     VAR    -0.00311293
4797     VAR    -0.01144336
5412     VAR    -0.09182558
5522     VAR     0.02564974
5879     VAR    -0.02956677
6341     VAR    -0.14723410
6669     VAR     0.05620291
6897     VAR    -0.00197824
7482     VAR    -0.00331350
7947     VAR     0.00159468
8657     VAR     0.00036962
9469     VAR    -0.07824549
9708     VAR     0.09503613
10074    VAR     0.02562666
10343    VAR    -0.05651455
10696    VAR    -0.02405520
11498    VAR     0.02044583
12434    VAR     0.06444040

VFC
      ticker  signal_return
217      VFC    -0.01279608
521      VFC     0.06066082
854      VFC     0.05382933
1132     VFC    -0.06953379
2316     VFC    -0.00662581
3235     VFC     0.04976174
4007     VFC     0.08006517
4508     VFC    -0.06050039
4810     VFC    -0.10746296
5037     VFC    -0.04239902
5531     VFC     0.02586957
6255     VFC     0.02808463
7175     VFC    -0.01525559
7757     VFC    -0.02006646
8299     VFC    -0.00383425
9030     VFC    -0.04606382
9546     VFC    -0.06186511
10244    VFC     0.05872042
10611    VFC    -0.04116111
11349    VFC     0.02956652
11957    VFC     0.02130084
12188    VFC    -0.08656048
12506    VFC    -0.09102465

VIAB
      ticker  signal_return
71      VIAB    -0.02317944
1138    VIAB    -0.04504356
3058    VIAB     0.01346410
3339    VIAB     0.06676772
3644    VIAB     0.01778136
4641    VIAB     0.00132832
5486    VIAB    -0.07023950
5584    VIAB    -0.01982360
6088    VIAB     0.11908844
6438    VIAB     0.20837280
7080    VIAB     0.00481252
7394    VIAB    -0.27892658
7551    VIAB    -0.00240154
8188    VIAB    -0.17845937
8868    VIAB    -0.10259700
9246    VIAB    -0.09124217
10210   VIAB     0.01867402
11193   VIAB    -0.11163647
11374   VIAB     0.11621686
12042   VIAB    -0.03466198
12396   VIAB     0.10603998

VLO
      ticker  signal_return
464      VLO     0.10967524
855      VLO     0.09702092
1112     VLO     0.00839567
1815     VLO    -0.02960930
2199     VLO    -0.07125498
2791     VLO    -0.01132469
3470     VLO     0.02030635
4642     VLO    -0.23889801
4813     VLO     0.10589717
5253     VLO    -0.07401149
6059     VLO     0.05349534
6469     VLO    -0.12602342
7260     VLO     0.07160664
8092     VLO    -0.05693960
8971     VLO    -0.00326948
9311     VLO     0.03530835
10043    VLO    -0.00179695
10628    VLO     0.11129645
11143    VLO    -0.01311494
12146    VLO    -0.01668335
12639    VLO    -0.05589438

VMC
      ticker  signal_return
72       VMC    -0.03218579
587      VMC     0.02715750
1374     VMC     0.07037788
1785     VMC    -0.03735027
2200     VMC     0.00792921
3526     VMC     0.01412101
4079     VMC    -0.07426683
4738     VMC     0.14685048
5038     VMC     0.01875957
5532     VMC     0.01502878
6239     VMC     0.04958493
6544     VMC     0.02335458
7407     VMC    -0.10903973
7825     VMC    -0.05871754
8300     VMC     0.07024404
8658     VMC     0.00390989
8958     VMC     0.03019507
9619     VMC    -0.03352736
10110    VMC    -0.01194123
10822    VMC     0.08323997
11599    VMC     0.02650788
12024    VMC    -0.07910068
12376    VMC    -0.02806226

VNO
      ticker  signal_return
465      VNO     0.00601046
1243     VNO     0.03259265
1608     VNO     0.03611921
2032     VNO     0.04809649
2281     VNO     0.02723429
3376     VNO     0.00214383
3970     VNO     0.03034531
4259     VNO     0.04260763
4535     VNO     0.02530084
5099     VNO    -0.07320678
5523     VNO     0.02930103
5844     VNO     0.00041118
6670     VNO    -0.00184292
7081     VNO    -0.04239348
7948     VNO     0.14072639
8709     VNO     0.01313497
9345     VNO     0.02729411
9782     VNO     0.02089082
10436    VNO     0.09052605
10774    VNO    -0.13494283
11194    VNO    -0.00842191
11657    VNO    -0.03985560
12006    VNO    -0.00108358
12305    VNO     0.03686693

VRSK
      ticker  signal_return
130     VRSK     0.01754826
407     VRSK    -0.06634035
1551    VRSK    -0.00480539
1917    VRSK     0.06046234
2954    VRSK     0.01491979
4430    VRSK    -0.02585173
4822    VRSK     0.07266728
5487    VRSK    -0.04920665
6359    VRSK    -0.07871831
6777    VRSK    -0.03040752
6986    VRSK    -0.14498595
8093    VRSK    -0.10048441
8545    VRSK     0.01447908
9589    VRSK     0.05050364
11625   VRSK    -0.05796607
11904   VRSK     0.00689442
12397   VRSK    -0.05599233

VRSN
      ticker  signal_return
148     VRSN     0.02351205
502     VRSN     0.04728187
856     VRSN     0.04734510
1133    VRSN    -0.00503949
1561    VRSN    -0.00826599
2182    VRSN    -0.05708771
2633    VRSN    -0.05373358
2962    VRSN     0.01269121
3868    VRSN     0.02279542
4910    VRSN     0.03047703
5190    VRSN     0.04336070
5746    VRSN     0.00951390
6209    VRSN     0.08369565
6972    VRSN     0.09480162
7261    VRSN     0.10646123
7492    VRSN    -0.09200188
7865    VRSN     0.08516350
8385    VRSN     0.00458896
9066    VRSN    -0.01603455
9547    VRSN    -0.03774949
9977    VRSN     0.00263609
10713   VRSN    -0.05463850
11919   VRSN     0.00887870
12703   VRSN     0.01324095

VRTX
      ticker  signal_return
303     VRTX     0.09947002
676     VRTX    -0.05968451
1244    VRTX     0.04939276
1912    VRTX     0.12017313
2564    VRTX     0.24202331
3451    VRTX    -0.01358585
4025    VRTX     0.00561131
4739    VRTX    -0.07070571
5159    VRTX     0.00779853
6133    VRTX    -0.14275336
6182    VRTX     0.03031541
6778    VRTX     0.04160134
6911    VRTX    -0.10199506
7866    VRTX     0.30019492
9184    VRTX    -0.11008329
9884    VRTX    -0.03427031
10357   VRTX     0.11402540
11256   VRTX    -0.11441035
11616   VRTX     0.05141651
11958   VRTX     0.19437369
12357   VRTX    -0.00190864
12670   VRTX     0.05898612

VTR
      ticker  signal_return
606      VTR    -0.12952931
813      VTR     0.03048819
1585     VTR    -0.01741057
2033     VTR     0.05870212
2282     VTR    -0.03390771
3202     VTR    -0.04741820
3377     VTR    -0.06959192
3703     VTR     0.03974825
4068     VTR     0.06852280
4536     VTR     0.04491419
5100     VTR    -0.09529718
5524     VTR     0.03515352
5765     VTR     0.03438059
6505     VTR    -0.11074272
6820     VTR    -0.09023998
7329     VTR    -0.05735517
8189     VTR    -0.13835279
8342     VTR     0.08780286
8830     VTR     0.03745641
9229     VTR     0.08433241
9611     VTR     0.00863354
10211    VTR     0.01734562
10492    VTR     0.04977844
10872    VTR    -0.03395112
11778    VTR    -0.00575569
11920    VTR    -0.08701138
12097    VTR    -0.02239649
12524    VTR     0.04200819

VVEDEN
       ticker  signal_return
93     VVEDEN     0.10442342
366    VVEDEN     0.10439008
720    VVEDEN     0.10239917
983    VVEDEN     0.10003268
1278   VVEDEN     0.11126771
1670   VVEDEN     0.12090207
1872   VVEDEN     0.12362529
2112   VVEDEN     0.11593341
2348   VVEDEN     0.13381234
2611   VVEDEN     0.13228577
2876   VVEDEN     0.14531057
3160   VVEDEN     0.13818981
3400   VVEDEN     0.14849359
3781   VVEDEN     0.15010457
4069   VVEDEN     0.14133788
4376   VVEDEN     0.15985813
4667   VVEDEN     0.14773304
4945   VVEDEN     0.16664179
5191   VVEDEN     0.15031231
5362   VVEDEN     0.16069159
5645   VVEDEN     0.17314654
5922   VVEDEN     0.15866598
6240   VVEDEN     0.17064384
6545   VVEDEN     0.18146802
6851   VVEDEN     0.16469544
7097   VVEDEN     0.16668513
7381   VVEDEN     0.18129612
7604   VVEDEN     0.17140857
8009   VVEDEN     0.18281388
8253   VVEDEN     0.18960326
8558   VVEDEN     0.18701276
8869   VVEDEN     0.18667412
9116   VVEDEN     0.19810993
9369   VVEDEN     0.18804512
9794   VVEDEN     0.19154280
10026  VVEDEN     0.18550219
10298  VVEDEN     0.19118263
10578  VVEDEN     0.18503291
10995  VVEDEN     0.19222041
11247  VVEDEN     0.19665378
11404  VVEDEN     0.19814770
11736  VVEDEN     0.20304636
12017  VVEDEN     0.20361147
12241  VVEDEN     0.21206775
12566  VVEDEN     0.20147886

VZ
      ticker  signal_return
503       VZ     0.00598088
1538      VZ    -0.03160055
2034      VZ    -0.00228429
2283      VZ     0.01899761
2815      VZ    -0.03272358
3910      VZ    -0.01248757
4348      VZ    -0.02431834
5430      VZ    -0.00300150
5808      VZ     0.00403098
6333      VZ     0.02407094
7232      VZ    -0.03097832
7688      VZ     0.04975435
8073      VZ     0.01509463
8320      VZ     0.04891971
8664      VZ    -0.04814973
9346      VZ     0.04919182
10212     VZ     0.02593197
10579     VZ     0.02681126
11236     VZ     0.00033525
12242     VZ     0.03393820

WAT
      ticker  signal_return
201      WAT    -0.02372928
941      WAT    -0.02185494
1279     WAT     0.07290753
1648     WAT     0.00879654
2206     WAT    -0.01124623
3539     WAT    -0.10414913
3829     WAT     0.06257125
4119     WAT    -0.00078737
4576     WAT     0.00818052
5160     WAT    -0.00032108
5574     WAT     0.02139525
5923     WAT    -0.04204374
6671     WAT     0.01287167
6954     WAT    -0.07464093
7262     WAT     0.00865937
7689     WAT    -0.14789139
7890     WAT     0.08479303
8612     WAT     0.01252752
9209     WAT     0.00634787
9600     WAT     0.11622547
10036    WAT    -0.03202383
10629    WAT     0.02409755
11103    WAT    -0.00507274
11405    WAT     0.06217822
11779    WAT    -0.01054130
12160    WAT     0.09107008
12525    WAT     0.04344771

WBA
      ticker  signal_return
94       WBA     0.04960299
408      WBA     0.05078092
1224     WBA    -0.00294841
1609     WBA     0.04164409
2408     WBA     0.04294041
3096     WBA    -0.05343591
4008     WBA     0.03354612
4355     WBA     0.03618174
4880     WBA     0.06193190
5161     WBA     0.05831022
6134     WBA     0.04562118
6779     WBA    -0.05256270
7187     WBA    -0.13309519
7354     WBA    -0.01616222
8173     WBA    -0.10235577
8520     WBA    -0.02258200
9067     WBA    -0.08433826
9396     WBA    -0.04459606
10152    WBA    -0.05299173
10562    WBA    -0.07947957
11012    WBA     0.02179348

WDC
      ticker  signal_return
367      WDC     0.03789459
761      WDC     0.04132286
1002     WDC     0.08947447
1972     WDC    -0.04876294
2741     WDC     0.06862581
3514     WDC     0.05576126
4131     WDC     0.11242990
5254     WDC    -0.06347654
5883     WDC     0.13953704
6865     WDC    -0.04453686
7178     WDC     0.09097178
7566     WDC     0.16389496
7955     WDC     0.18138798
8987     WDC    -0.22539645
9259     WDC    -0.07907139
9709     WDC    -0.13529662
10264    WDC     0.00676044
11144    WDC     0.02482949
11375    WDC     0.03712319
12051    WDC     0.05171709
12345    WDC     0.01049820
12655    WDC     0.00611556

WEC
      ticker  signal_return
1183     WEC    -0.04487233
1478     WEC     0.02739892
1826     WEC     0.05819665
2091     WEC    -0.04002954
3045     WEC    -0.04422869
3738     WEC     0.07358251
4336     WEC     0.04722567
4681     WEC    -0.08269733
5101     WEC    -0.03711264
5787     WEC    -0.01246702
6455     WEC    -0.06729021
6966     WEC    -0.00614677
7493     WEC    -0.06438265
7956     WEC     0.05788163
8301     WEC     0.01557317
8613     WEC    -0.04953721
9031     WEC     0.03693834
9301     WEC     0.03735525
9978     WEC     0.00083340
10397    WEC    -0.01880176
10920    WEC    -0.03037264
11360    WEC    -0.02510832
11757    WEC     0.02334217
12423    WEC     0.03167576

WFC
      ticker  signal_return
283      WFC    -0.04993836
793      WFC     0.01005493
1043     WFC     0.03197820
1786     WFC     0.06281206
2380     WFC     0.05469659
3111     WFC    -0.03848526
3420     WFC    -0.09293251
3760     WFC    -0.09934809
4009     WFC     0.01795846
4322     WFC    -0.05490550
5137     WFC    -0.02311085
5575     WFC     0.00124811
5924     WFC     0.00415082
6276     WFC    -0.01878152
6672     WFC     0.04587613
7330     WFC    -0.00772899
7758     WFC     0.06469025
8174     WFC    -0.05338787
8899     WFC    -0.02662753
9470     WFC    -0.05138080
10075    WFC    -0.09452356
10319    WFC    -0.01415953
10921    WFC     0.10140150
11658    WFC     0.01251195
12098    WFC    -0.01719074

WHR
      ticker  signal_return
131      WHR    -0.07305195
888      WHR     0.03017179
1459     WHR    -0.09409407
2581     WHR    -0.01575287
3059     WHR     0.00340371
3452     WHR    -0.03779957
3855     WHR     0.14780236
4150     WHR     0.03540856
4577     WHR     0.07018101
5363     WHR     0.00459485
6048     WHR    -0.01683397
6866     WHR     0.01512039
7826     WHR    -0.00123425
8308     WHR     0.13557557
8634     WHR    -0.03131592
9471     WHR    -0.15728288
9771     WHR    -0.00841995
10265    WHR     0.01236492
10630    WHR    -0.08142134
11145    WHR     0.06837895
11438    WHR    -0.04354510
12075    WHR    -0.12227481
12306    WHR    -0.02214199
12730    WHR     0.00906929

WLTW
      ticker  signal_return
8954    WLTW     0.01622211
9210    WLTW    -0.03101939
9548    WLTW    -0.09149752
10141   WLTW     0.02992419
10791   WLTW    -0.03945782
11318   WLTW    -0.02483657
11705   WLTW     0.01423401
12043   WLTW     0.00857673
12377   WLTW     0.09223913

WM
      ticker  signal_return
569       WM     0.04757971
830       WM    -0.02319641
1313      WM    -0.01872238
1751      WM    -0.01691550
2201      WM    -0.00182774
2420      WM     0.01202300
2995      WM     0.02875563
3346      WM     0.00590221
3856      WM     0.00893884
4431      WM     0.03951560
4767      WM     0.02340374
5067      WM    -0.00839359
5488      WM     0.00180596
5880      WM    -0.01848251
6342      WM    -0.02034105
7026      WM     0.02756740
8229      WM     0.07555439
8574      WM    -0.04710828
8972      WM     0.02311905
9247      WM     0.08134817
10213     WM     0.00751823
10517     WM    -0.07551934
10724     WM     0.06956130
11195     WM    -0.00809491
11706     WM     0.01493847
12243     WM    -0.04315828
12479     WM    -0.03578055

WMB
      ticker  signal_return
218      WMB    -0.02223229
607      WMB    -0.05596058
682      WMB    -0.04837600
1099     WMB     0.04320214
1460     WMB     0.02824006
1787     WMB    -0.02852802
2231     WMB     0.08183662
2506     WMB     0.21318163
3274     WMB    -0.04998686
3645     WMB    -0.08642997
4349     WMB     0.05161104
5342     WMB     0.02647017
5870     WMB    -0.21446587
5959     WMB    -0.10671244
6825     WMB    -0.03408953
7494     WMB     0.21519677
7827     WMB     0.18552902
8175     WMB    -0.43605573
8925     WMB     0.06062462
9248     WMB    -0.12314905
9735     WMB     0.10908239
9966     WMB     0.11886425
11270    WMB    -0.09257635
12066    WMB     0.01628755

WMT
      ticker  signal_return
284      WMT    -0.07322305
620      WMT     0.04176529
889      WMT    -0.02295255
1328     WMT     0.01135176
2035     WMT     0.00332014
2612     WMT    -0.02463081
3046     WMT    -0.03749160
3323     WMT    -0.00245431
3614     WMT    -0.00692577
4047     WMT     0.05619806
4551     WMT    -0.01501052
5121     WMT     0.00669883
5347     WMT     0.00029343
5665     WMT     0.04962134
6049     WMT    -0.00947610
6546     WMT     0.07143231
7049     WMT     0.04166915
7365     WMT    -0.07636236
7690     WMT     0.04149049
8074     WMT    -0.00030143
8458     WMT     0.01544770
8780     WMT    -0.04903473
9081     WMT    -0.12138348
9105     WMT     0.01759410
9590     WMT    -0.00068498
9936     WMT    -0.02908697
10214    WMT     0.02302260
10467    WMT    -0.02613389
11354    WMT    -0.00948858
12089    WMT     0.04322240
12440    WMT     0.03780963

WRK
      ticker  signal_return
6883     WRK     0.00417616
7371     WRK     0.08755005
7867     WRK     0.26434572
8220     WRK    -0.21064087
8886     WRK     0.03755674
9397     WRK     0.03828445
9946     WRK     0.02659267
10951    WRK     0.04182385
11439    WRK    -0.00866175
12108    WRK    -0.09292009

WU
      ticker  signal_return
73        WU    -0.04483777
559       WU    -0.14298028
644       WU     0.00178200
1410      WU    -0.03802265
2678      WU     0.05192184
3471      WU     0.02083409
4010      WU     0.05166381
4932      WU     0.03846183
5269      WU     0.00342550
5533      WU     0.03241024
6069      WU    -0.06374832
6780      WU    -0.04765194
7634      WU     0.07583808
8368      WU     0.02935762
8681      WU    -0.03565348
9472      WU    -0.09099821
9739      WU     0.04088161
11013     WU     0.03788139
11303     WU    -0.12736697
11499     WU    -0.02917712
12507     WU    -0.01380981

WY
      ticker  signal_return
466       WY     0.00218341
2036      WY    -0.07064941
2273      WY     0.02819827
2686      WY    -0.00155545
3203      WY    -0.02385056
3981      WY     0.03101914
4337      WY     0.00193664
5073      WY     0.04201422
5288      WY     0.01949018
5556      WY    -0.03225066
5884      WY    -0.05455615
6218      WY    -0.02302680
6781      WY     0.00537114
7263      WY     0.04421137
7828      WY     0.16026545
8176      WY    -0.17232032
8521      WY     0.05340211
8781      WY    -0.03240436
9328      WY    -0.10616020
9825      WY    -0.04251998
10755     WY    -0.06095137
11146     WY    -0.06524735
11642     WY    -0.00524948
12085     WY    -0.02531036
12526     WY    -0.03827956

WYN
      ticker  signal_return
504      WYN     0.07078745
797      WYN     0.02504432
1078     WYN     0.02743972
1801     WYN    -0.02679187
2437     WYN     0.01168982
2775     WYN    -0.00892043
3154     WYN     0.01278100
3739     WYN    -0.06516530
4236     WYN     0.04009236
4740     WYN     0.04240328
5068     WYN    -0.03021846
5465     WYN     0.00394386
5824     WYN     0.00107520
6343     WYN     0.08245433
7188     WYN    -0.05414301
7635     WYN     0.08647269
8177     WYN    -0.18776940
8343     WYN     0.02521766
9032     WYN     0.00468705
9549     WYN    -0.16574766
9671     WYN    -0.05487522
10215    WYN    -0.00089673
10665    WYN    -0.16942020
10952    WYN     0.07766086
11440    WYN     0.06074345
12109    WYN     0.09935076
12704    WYN    -0.02102858

WYNN
      ticker  signal_return
74      WYNN     0.04446617
328     WYNN    -0.01161286
925     WYNN     0.13334177
1190    WYNN     0.03912337
1575    WYNN     0.08611665
2202    WYNN    -0.11370558
3275    WYNN     0.07473830
4294    WYNN     0.12074131
5108    WYNN     0.03805307
5489    WYNN     0.05022537
5734    WYNN     0.04250348
6050    WYNN    -0.04251969
6506    WYNN     0.29723900
6855    WYNN    -0.02507364
7891    WYNN    -0.02881143
8230    WYNN     0.11549507
8546    WYNN     0.02582821
10245   WYNN    -0.10634520
10775   WYNN    -0.12523449
11921   WYNN     0.10786935
12307   WYNN    -0.00550930
12705   WYNN    -0.00623242

XEC
      ticker  signal_return
75       XEC     0.05062464
409      XEC    -0.02505151
1265     XEC    -0.14079761
1610     XEC     0.03137158
1913     XEC     0.01318444
2146     XEC     0.01642928
2665     XEC     0.01572735
2921     XEC    -0.07421592
3472     XEC     0.15062274
4668     XEC    -0.19949365
4974     XEC    -0.08779599
5299     XEC    -0.00032470
6051     XEC     0.06457515
6955     XEC    -0.15591892
7027     XEC    -0.05258623
7552     XEC     0.23587594
8402     XEC    -0.00567228
8688     XEC     0.08116261
9260     XEC    -0.04260970
9898     XEC     0.07148377
10437    XEC    -0.08331615
10776    XEC    -0.13552637
11891    XEC     0.01518248
12589    XEC     0.21785201

XEL
      ticker  signal_return
1461     XEL     0.05287575
1833     XEL     0.01605790
2092     XEL    -0.01862610
2722     XEL    -0.01626561
3097     XEL    -0.07222650
3324     XEL    -0.04978294
3761     XEL     0.03544979
4243     XEL     0.06818059
5102     XEL    -0.05020216
5601     XEL     0.00121840
6389     XEL    -0.02098591
7066     XEL    -0.02902799
7993     XEL     0.04544446
8408     XEL     0.01304677
9230     XEL     0.06749277
9612     XEL    -0.03483890
10099    XEL    -0.03374836
10398    XEL    -0.03157503
10922    XEL    -0.02979973
11600    XEL     0.02372953
11959    XEL     0.01911244
12134    XEL     0.01606372
12550    XEL     0.03698915

XL
      ticker  signal_return
410       XL    -0.02323835
993       XL    -0.01605923
1411      XL    -0.03143409
1973      XL     0.00987112
2317      XL     0.01099248
2780      XL    -0.02682270
3112      XL    -0.06240668
4105      XL    -0.02964400
5069      XL     0.02587531
5925      XL    -0.01331091
6476      XL    -0.07531001
6782      XL    -0.00593578
7511      XL    -0.01662569
7868      XL     0.04862557
8196      XL    -0.04066782
8934      XL    -0.04421270
9473      XL    -0.05084519
9849      XL    -0.04097624
10810     XL     0.02462352
11558     XL     0.03581720
12280     XL     0.01738346
12671     XL     0.01610550

XLNX
      ticker  signal_return
132     XLNX    -0.00105319
762     XLNX    -0.00764689
1301    XLNX     0.05914954
1689    XLNX     0.06492352
1900    XLNX    -0.05381503
2203    XLNX    -0.00483750
2938    XLNX    -0.03942400
3597    XLNX    -0.08282628
4151    XLNX    -0.02053090
4615    XLNX     0.03940369
5318    XLNX     0.00840627
5627    XLNX     0.03623268
6135    XLNX    -0.03172559
7004    XLNX     0.06991930
7440    XLNX    -0.02780531
7709    XLNX    -0.05727971
8935    XLNX    -0.09350644
9744    XLNX     0.07946018
10003   XLNX     0.00658083
11147   XLNX     0.06561163
12093   XLNX    -0.14443353
12329   XLNX     0.02129571

XOM
      ticker  signal_return
252      XOM    -0.02513474
664      XOM     0.03138764
1003     XOM     0.01591870
1479     XOM    -0.04259115
2113     XOM     0.01511514
2666     XOM    -0.00724956
3047     XOM    -0.01331176
3347     XOM     0.02298712
3646     XOM    -0.04722273
5109     XOM    -0.00690425
6052     XOM     0.00411374
6399     XOM     0.02741828
7067     XOM    -0.01686486
7892     XOM    -0.09223362
8241     XOM     0.01055387
8757     XOM     0.05684847
9094     XOM     0.00674669
9568     XOM    -0.02474669
9872     XOM    -0.03144102
10246    XOM    -0.02946699
11185    XOM    -0.03510336
11537    XOM     0.00126227
12731    XOM    -0.01535323

XRAY
      ticker  signal_return
76      XRAY    -0.03510186
467     XRAY     0.06686185
1412    XRAY     0.01605312
2507    XRAY    -0.00008376
3113    XRAY    -0.03597048
3248    XRAY    -0.05348641
3515    XRAY    -0.01226472
3921    XRAY     0.10023793
4237    XRAY    -0.02177188
4695    XRAY    -0.06279744
5926    XRAY    -0.01005509
6360    XRAY    -0.02049136
7117    XRAY     0.05228847
7495    XRAY    -0.06056722
7869    XRAY    -0.00367808
8223    XRAY    -0.11516068
8422    XRAY    -0.04326756
9275    XRAY    -0.02779466
10216   XRAY    -0.01208221
10493   XRAY    -0.05232921
11688   XRAY     0.04065076
12413   XRAY    -0.01340854
12508   XRAY    -0.03144812

XRX
      ticker  signal_return
329      XRX    -0.05401506
804      XRX     0.04615534
1061     XRX     0.03480465
1539     XRX    -0.06056811
2155     XRX    -0.00923988
2421     XRX     0.01792431
2877     XRX     0.03556939
3266     XRX    -0.03607161
3704     XRX    -0.07005557
4281     XRX    -0.02849677
5122     XRX    -0.03262553
5449     XRX     0.04695698
5825     XRX     0.03711001
6126     XRX    -0.06775874
6783     XRX    -0.03949181
6961     XRX     0.02130006
7435     XRX    -0.00466201
7957     XRX     0.04569040
8447     XRX     0.02551344
9058     XRX    -0.08793380
9550     XRX    -0.11331068
9861     XRX    -0.05693000
10777    XRX    -0.01591546
11207    XRX    -0.13058263
11284    XRX     0.02578939
11601    XRX     0.00271371
12161    XRX     0.00868312

XYL
      ticker  signal_return
522      XYL     0.18067295
1280     XYL     0.04988702
1649     XYL    -0.02478233
2381     XYL     0.03478612
2976     XYL    -0.03662229
3598     XYL    -0.05473669
4106     XYL    -0.03461474
4597     XYL    -0.02257561
5490     XYL     0.00577621
6142     XYL     0.05488386
6560     XYL    -0.00221575
7149     XYL     0.05979113
7829     XYL    -0.05494656
8321     XYL     0.07854124
8659     XYL     0.01276664
9045     XYL     0.06368935
9672     XYL     0.01058435
9947     XYL     0.00529745
10299    XYL    -0.04621676
10741    XYL    -0.09213679
10953    XYL    -0.04318046
11576    XYL    -0.03712075
12244    XYL     0.01542348
12567    XYL     0.01391785

YUM
      ticker  signal_return
309      YUM    -0.05629730
794      YUM    -0.01018961
1413     YUM    -0.05855400
1802     YUM    -0.01105846
2540     YUM     0.02834797
2799     YUM    -0.17311262
3011     YUM     0.00935873
3740     YUM    -0.08632740
4026     YUM     0.06871924
4996     YUM     0.02143760
5413     YUM     0.12132006
6477     YUM     0.03062952
7005     YUM    -0.06170795
8190     YUM    -0.13792222
8322     YUM     0.07653317
8758     YUM    -0.01012389
9398     YUM     0.05308705
10004    YUM    -0.03042740
10631    YUM    -0.01980576
11441    YUM     0.01171740
12414    YUM     0.07011334

ZBH
      ticker  signal_return
330      ZBH     0.02788638
763      ZBH     0.00232287
1044     ZBH     0.03531801
1803     ZBH    -0.00048068
2164     ZBH    -0.00196333
3074     ZBH    -0.01973085
3911     ZBH     0.02719397
4238     ZBH     0.01264413
4519     ZBH    -0.00111370
4997     ZBH    -0.02169927
5525     ZBH    -0.03992801
6912     ZBH    -0.00364771
7264     ZBH    -0.04035460
8178     ZBH    -0.08854051
8614     ZBH     0.08482803
9062     ZBH    -0.02351855
9657     ZBH     0.05081276
9916     ZBH    -0.01315004
10666    ZBH     0.18133097
11516    ZBH     0.00000000
11973    ZBH    -0.00222500
12245    ZBH    -0.04547369

ZION
      ticker  signal_return
505     ZION    -0.02402416
1225    ZION    -0.04362484
1901    ZION    -0.08770053
2255    ZION    -0.02240456
3061    ZION    -0.04420553
3705    ZION    -0.08215143
4537    ZION     0.05372788
5491    ZION     0.03095350
5747    ZION     0.03903797
6599    ZION     0.04762805
7331    ZION    -0.05738123
7759    ZION     0.15123097
8221    ZION    -0.22811587
8831    ZION    -0.00114177
9152    ZION    -0.00035505
9551    ZION    -0.11971231
10020   ZION     0.02266290
10399   ZION     0.02640002
10873   ZION     0.22093895
11248   ZION    -0.03357963
11659   ZION    -0.02265941
11997   ZION     0.02128266
12509   ZION    -0.09486708

ZTS
      ticker  signal_return
202      ZTS     0.00518215
468      ZTS    -0.03970528
1462     ZTS    -0.01134718
2065     ZTS    -0.08385610
2508     ZTS     0.04030304
3161     ZTS     0.07590966
3444     ZTS    -0.04543069
3992     ZTS     0.13735842
4881     ZTS     0.02310868
5450     ZTS    -0.00586144
5526     ZTS    -0.11372257
5719     ZTS     0.00524406
6006     ZTS    -0.11244789
6673     ZTS     0.01161765
7284     ZTS    -0.00559141
7650     ZTS    -0.09269399
8088     ZTS    -0.00000000
8660     ZTS     0.04641528
9552     ZTS    -0.09651363
9710     ZTS     0.04128843
9967     ZTS    -0.04012223
10468    ZTS    -0.05079420
10533    ZTS     0.01961062
11249    ZTS     0.01821945
11517    ZTS    -0.01511828
12308    ZTS     0.11431794
12628    ZTS     0.00488402

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['A', 'AAL', 'AAP', 'AAPL', 'ABBV', 'ABC', 'ABT', 'ACN', 'ADBE', 'ADI', 'ADM', 'ADP', 'ADS', 'ADSK', 'AEE', 'AEP', 'AES', 'AET', 'AFL', 'AGENEN', 'AGN', 'AIG', 'AIV', 'AIZ', 'AJG', 'AKAM', 'ALB', 'ALGN', 'ALK', 'ALL', 'ALLE', 'ALTAIC', 'ALXN', 'AMAT', 'AMD', 'AME', 'AMG', 'AMGN', 'AMP', 'AMT', 'AMZN', 'ANDV', 'ANSS', 'ANTM', 'AON', 'AOS', 'APA', 'APC', 'APD', 'APH', 'ARE', 'ARMENA', 'ARNC', 'ATVI', 'AVB', 'AVGO', 'AVY', 'AWK', 'AXP', 'AYI', 'AZO', 'BA', 'BAC', 'BAKERI', 'BAX', 'BBT', 'BBY', 'BCR', 'BDX', 'BEN', 'BIFLOR', 'BIIB', 'BK', 'BLK', 'BLL', 'BMY', 'BSX', 'BWA', 'BXP', 'C', 'CA', 'CAG', 'CAH', 'CAT', 'CB', 'CBG', 'CBOE', 'CBS', 'CCI', 'CCL', 'CELG', 'CERN', 'CF', 'CFG', 'CHD', 'CHK', 'CHRW', 'CHTR', 'CI', 'CINF', 'CL', 'CLUSIA', 'CLX', 'CMA', 'CMCSA', 'CME', 'CMG', 'CMI', 'CMS', 'CNC', 'CNP', 'COF', 'COG', 'COL', 'COO', 'COP', 'COST', 'COTY', 'CPB', 'CRM', 'CSCO', 'CSRA', 'CSX', 'CTAS', 'CTL', 'CTSH', 'CTXS', 'CVS', 'CVX', 'CXO', 'D', 'DAL', 'DASYST', 'DE', 'DFS', 'DG', 'DGX', 'DHI', 'DHR', 'DIS', 'DISCA', 'DISCK', 'DISH', 'DLR', 'DLTR', 'DOV', 'DPS', 'DRE', 'DRI', 'DTE', 'DUK', 'DVA', 'DVN', 'EA', 'EBAY', 'ECL', 'ED', 'EFX', 'EIX', 'EL', 'EMN', 'EMR', 'EOG', 'EQIX', 'EQR', 'EQT', 'ES', 'ESRX', 'ESS', 'ETFC', 'ETN', 'ETR', 'EVHC', 'EW', 'EXC', 'EXPD', 'EXPE', 'EXR', 'F', 'FAST', 'FB', 'FBHS', 'FCX', 'FDX', 'FE', 'FFIV', 'FIS', 'FISV', 'FITB', 'FL', 'FLIR', 'FLR', 'FLS', 'FMC', 'FOX', 'FOXA', 'FRT', 'FTI', 'FTV', 'GD', 'GE', 'GESNER', 'GGP', 'GILD', 'GIS', 'GLW', 'GM', 'GOOG', 'GOOGL', 'GPC', 'GPN', 'GPS', 'GREIGI', 'GRMN', 'GS', 'GT', 'GWW', 'HAL', 'HAS', 'HBAN', 'HBI', 'HCA', 'HCN', 'HCP', 'HD', 'HES', 'HIG', 'HLT', 'HOG', 'HOLX', 'HON', 'HP', 'HPE', 'HPQ', 'HRB', 'HRL', 'HRS', 'HSIC', 'HST', 'HSY', 'HUM', 'HUMILI', 'IBM', 'ICE', 'IDXX', 'IFF', 'ILMN', 'INCY', 'INFO', 'INTC', 'INTU', 'IP', 'IPG', 'IR', 'IRM', 'ISRG', 'IT', 'ITW', 'IVZ', 'JBHT', 'JCI', 'JEC', 'JNJ', 'JNPR', 'JPM', 'JWN', 'K', 'KAUFMA', 'KEY', 'KHC', 'KIM', 'KLAC', 'KMB', 'KMI', 'KMX', 'KO', 'KOLPAK', 'KORS', 'KR', 'KSS', 'KSU', 'L', 'LB', 'LEG', 'LEN', 'LH', 'LINIFO', 'LKQ', 'LLL', 'LLY', 'LMT', 'LNC', 'LNT', 'LOW', 'LRCX', 'LUK', 'LUV', 'LVLT', 'LYB', 'M', 'MA', 'MAA', 'MAC', 'MAR', 'MAS', 'MAT', 'MCD', 'MCHP', 'MCK', 'MCO', 'MDLZ', 'MDT', 'MET', 'MGM', 'MHK', 'MKC', 'MLM', 'MMC', 'MNST', 'MO', 'MON', 'MOS', 'MPC', 'MRK', 'MRO', 'MS', 'MSFT', 'MSI', 'MTB', 'MTD', 'MU', 'MYL', 'NAVI', 'NBL', 'NDAQ', 'NEE', 'NEM', 'NFLX', 'NFX', 'NI', 'NKE', 'NLSN', 'NOC', 'NOV', 'NRG', 'NSC', 'NTAP', 'NTRS', 'NUE', 'NVDA', 'NWL', 'NWS', 'NWSA', 'O', 'OKE', 'OMC', 'ORCL', 'ORLY', 'ORPHAN', 'OXY', 'PAYX', 'PBCT', 'PCAR', 'PCG', 'PDCO', 'PEG', 'PEP', 'PFE', 'PFG', 'PG', 'PGR', 'PH', 'PHM', 'PKG', 'PKI', 'PLD', 'PM', 'PNC', 'PNR', 'PNW', 'PPG', 'PPL', 'PRAEST', 'PRGO', 'PRU', 'PSA', 'PSX', 'PULCHE', 'PVH', 'PWR', 'PX', 'PXD', 'PYPL', 'QCOM', 'QRVO', 'RCL', 'RE', 'REG', 'REGN', 'RF', 'RHI', 'RHT', 'RJF', 'RL', 'RMD', 'ROK', 'ROP', 'ROST', 'RRC', 'RSG', 'RTN', 'SAXATI', 'SBAC', 'SBUX', 'SCG', 'SCHREN', 'SCHW', 'SEE', 'SHW', 'SIG', 'SJM', 'SLB', 'SLG', 'SNA', 'SNI', 'SNPS', 'SO', 'SPG', 'SPGI', 'SPLS', 'SPRENG', 'SRCL', 'SRE', 'STI', 'STT', 'STX', 'STZ', 'SWK', 'SWKS', 'SYF', 'SYK', 'SYLVES', 'SYMC', 'SYY', 'T', 'TAP', 'TARDA', 'TDG', 'TEL', 'TGT', 'TIF', 'TJX', 'TMK', 'TMO', 'TRIP', 'TROW', 'TRV', 'TSCO', 'TSN', 'TSS', 'TURKES', 'TWX', 'TXN', 'TXT', 'UA', 'UAA', 'UAL', 'UDR', 'UHS', 'ULTA', 'UNH', 'UNM', 'UNP', 'UPS', 'URI', 'URUMIE', 'USB', 'UTX', 'V', 'VAR', 'VFC', 'VIAB', 'VLO', 'VMC', 'VNO', 'VRSK', 'VRSN', 'VRTX', 'VTR', 'VVEDEN', 'VZ', 'WAT', 'WBA', 'WDC', 'WEC', 'WFC', 'WHR', 'WLTW', 'WM', 'WMB', 'WMT', 'WRK', 'WU', 'WY', 'WYN', 'WYNN', 'XEC', 'XEL', 'XL', 'XLNX', 'XOM', 'XRAY', 'XRX', 'XYL', 'YUM', 'ZBH', 'ZION', 'ZTS']
ks_values_5
A      0.17205633
AAL    0.10744248
AAP    0.19688344
AAPL   0.15569973
ABBV   0.16809012
ABC    0.21415308
ABT    0.21365695
ACN    0.28216599
ADBE   0.24263335
ADI    0.19425222
dtype: float64
p_values_5
A      0.18753362
AAL    0.72439614
AAP    0.04515902
AAPL   0.24685431
ABBV   0.24729043
ABC    0.02729456
ABT    0.04842325
ACN    0.00586762
ADBE   0.00914301
ADI    0.09899415
dtype: float64

Find Outliers

With the ks and p values calculate, let's find which symbols are the outliers. Implement the find_outliers function to find the following outliers:

  • Symbols that pass the null hypothesis with a p-value less than pvalue_threshold.
  • Symbols that with a KS value above ks_threshold.
In [24]:
def find_outliers(ks_values, p_values, ks_threshold, pvalue_threshold=0.05):
    """
    Find outlying symbols using KS values and P-values
    
    Parameters
    ----------
    ks_values : Pandas Series
        KS static for all the tickers
    p_values : Pandas Series
        P value for all the tickers
    ks_threshold : float
        The threshold for the KS statistic
    pvalue_threshold : float
        The threshold for the p-value
    
    Returns
    -------
    outliers : set of str
        Symbols that are outliers
    """
    #TODO: Implement function
    
    print(ks_values)
    print()
    print(p_values)
    print()
    
    outliers = set()

    for ticker in p_values.index:
        print(ticker)
         
        # Symbols that pass the null hypothesis with a p-value less than pvalue_threshold.
        # Symbols that with a KS value above ks_threshold.

        if p_values[ticker] < pvalue_threshold and ks_values[ticker] > ks_threshold:
            outliers.add(ticker)       

    print()
    print("outliers:")
    print(outliers)
    
    return outliers


project_tests.test_find_outliers(find_outliers)
MWI   0.20326939
EMQ   0.34826827
EGH   0.60256811
dtype: float64

MWI   0.98593727
EMQ   0.48009144
EGH   0.02898631
dtype: float64

MWI
EMQ
EGH

outliers:
{'EGH'}
Tests Passed

View Data

Using the find_outliers function you implemented, let's see what we found.

In [25]:
ks_threshold = 0.8
outliers_5 = find_outliers(ks_values_5, p_values_5, ks_threshold)
outliers_10 = find_outliers(ks_values_10, p_values_10, ks_threshold)
outliers_20 = find_outliers(ks_values_20, p_values_20, ks_threshold)

outlier_tickers = outliers_5.union(outliers_10).union(outliers_20)
print('{} Outliers Found:\n{}'.format(len(outlier_tickers), ', '.join(list(outlier_tickers))))
A        0.17205633
AAL      0.10744248
AAP      0.19688344
AAPL     0.15569973
ABBV     0.16809012
ABC      0.21415308
ABT      0.21365695
ACN      0.28216599
ADBE     0.24263335
ADI      0.19425222
ADM      0.18132092
ADP      0.17237088
ADS      0.24102417
ADSK     0.14593331
AEE      0.18870187
AEP      0.15949715
AES      0.17301736
AET      0.20432409
AFL      0.32087585
AGENEN   0.65988682
AGN      0.12963579
AIG      0.30697631
AIV      0.30659953
AIZ      0.23995511
AJG      0.26185024
AKAM     0.14815300
ALB      0.16469616
ALGN     0.17506296
ALK      0.12512820
ALL      0.25962349
            ...    
VTR      0.18354082
VVEDEN   0.63517749
VZ       0.32463727
WAT      0.24283776
WBA      0.22491913
WDC      0.11937060
WEC      0.22040137
WFC      0.22278824
WHR      0.13618547
WLTW     0.33540566
WM       0.22074867
WMB      0.19597262
WMT      0.26002368
WRK      0.17663395
WU       0.21281686
WY       0.23334902
WYN      0.14981070
WYNN     0.12848771
XEC      0.16692674
XEL      0.21955763
XL       0.24439205
XLNX     0.15035055
XOM      0.34856303
XRAY     0.23452225
XRX      0.26998952
XYL      0.16935956
YUM      0.15402393
ZBH      0.21543672
ZION     0.17529643
ZTS      0.18817558
Length: 518, dtype: float64

A        0.18753362
AAL      0.72439614
AAP      0.04515902
AAPL     0.24685431
ABBV     0.24729043
ABC      0.02729456
ABT      0.04842325
ACN      0.00586762
ADBE     0.00914301
ADI      0.09899415
ADM      0.11886724
ADP      0.17514544
ADS      0.03186661
ADSK     0.24501597
AEE      0.11699681
AEP      0.22307474
AES      0.21893202
AET      0.05152791
AFL      0.00036521
AGENEN   0.00000000
AGN      0.53035701
AIG      0.00112204
AIV      0.00094319
AIZ      0.01640901
AJG      0.00755370
AKAM     0.35758437
ALB      0.21573594
ALGN     0.14356591
ALK      0.45044281
ALL      0.00242128
            ...    
VTR      0.07904011
VVEDEN   0.00000000
VZ       0.00070556
WAT      0.00803956
WBA      0.08160385
WDC      0.55936956
WEC      0.02580057
WFC      0.04741906
WHR      0.44710291
WLTW     0.05243499
WM       0.01715942
WMB      0.09390417
WMT      0.00206716
WRK      0.61936280
WU       0.07877281
WY       0.03307315
WYN      0.23998900
WYNN     0.45968720
XEC      0.20325359
XEL      0.02194388
XL       0.04081618
XLNX     0.32495927
XOM      0.00009706
XRAY     0.04433776
XRX      0.00530924
XYL      0.17961032
YUM      0.37781142
ZBH      0.10591773
ZION     0.19428727
ZTS      0.11064625
Length: 518, dtype: float64

A
AAL
AAP
AAPL
ABBV
ABC
ABT
ACN
ADBE
ADI
ADM
ADP
ADS
ADSK
AEE
AEP
AES
AET
AFL
AGENEN
AGN
AIG
AIV
AIZ
AJG
AKAM
ALB
ALGN
ALK
ALL
ALLE
ALTAIC
ALXN
AMAT
AMD
AME
AMG
AMGN
AMP
AMT
AMZN
ANDV
ANSS
ANTM
AON
AOS
APA
APC
APD
APH
ARE
ARMENA
ARNC
ATVI
AVB
AVGO
AVY
AWK
AXP
AYI
AZO
BA
BAC
BAKERI
BAX
BBT
BBY
BCR
BDX
BEN
BIFLOR
BIIB
BK
BLK
BLL
BMY
BSX
BWA
BXP
C
CA
CAG
CAH
CAT
CB
CBG
CBOE
CBS
CCI
CCL
CELG
CERN
CF
CFG
CHD
CHK
CHRW
CHTR
CI
CINF
CL
CLUSIA
CLX
CMA
CMCSA
CME
CMG
CMI
CMS
CNC
CNP
COF
COG
COL
COO
COP
COST
COTY
CPB
CRM
CSCO
CSRA
CSX
CTAS
CTL
CTSH
CTXS
CVS
CVX
CXO
D
DAL
DASYST
DE
DFS
DG
DGX
DHI
DHR
DIS
DISCA
DISCK
DISH
DLR
DLTR
DOV
DPS
DRE
DRI
DTE
DUK
DVA
DVN
EA
EBAY
ECL
ED
EFX
EIX
EL
EMN
EMR
EOG
EQIX
EQR
EQT
ES
ESRX
ESS
ETFC
ETN
ETR
EVHC
EW
EXC
EXPD
EXPE
EXR
F
FAST
FB
FBHS
FCX
FDX
FE
FFIV
FIS
FISV
FITB
FL
FLIR
FLR
FLS
FMC
FOX
FOXA
FRT
FTI
FTV
GD
GE
GESNER
GGP
GILD
GIS
GLW
GM
GOOG
GOOGL
GPC
GPN
GPS
GREIGI
GRMN
GS
GT
GWW
HAL
HAS
HBAN
HBI
HCA
HCN
HCP
HD
HES
HIG
HLT
HOG
HOLX
HON
HP
HPE
HPQ
HRB
HRL
HRS
HSIC
HST
HSY
HUM
HUMILI
IBM
ICE
IDXX
IFF
ILMN
INCY
INFO
INTC
INTU
IP
IPG
IR
IRM
ISRG
IT
ITW
IVZ
JBHT
JCI
JEC
JNJ
JNPR
JPM
JWN
K
KAUFMA
KEY
KHC
KIM
KLAC
KMB
KMI
KMX
KO
KOLPAK
KORS
KR
KSS
KSU
L
LB
LEG
LEN
LH
LINIFO
LKQ
LLL
LLY
LMT
LNC
LNT
LOW
LRCX
LUK
LUV
LVLT
LYB
M
MA
MAA
MAC
MAR
MAS
MAT
MCD
MCHP
MCK
MCO
MDLZ
MDT
MET
MGM
MHK
MKC
MLM
MMC
MNST
MO
MON
MOS
MPC
MRK
MRO
MS
MSFT
MSI
MTB
MTD
MU
MYL
NAVI
NBL
NDAQ
NEE
NEM
NFLX
NFX
NI
NKE
NLSN
NOC
NOV
NRG
NSC
NTAP
NTRS
NUE
NVDA
NWL
NWS
NWSA
O
OKE
OMC
ORCL
ORLY
ORPHAN
OXY
PAYX
PBCT
PCAR
PCG
PDCO
PEG
PEP
PFE
PFG
PG
PGR
PH
PHM
PKG
PKI
PLD
PM
PNC
PNR
PNW
PPG
PPL
PRAEST
PRGO
PRU
PSA
PSX
PULCHE
PVH
PWR
PX
PXD
PYPL
QCOM
QRVO
RCL
RE
REG
REGN
RF
RHI
RHT
RJF
RL
RMD
ROK
ROP
ROST
RRC
RSG
RTN
SAXATI
SBAC
SBUX
SCG
SCHREN
SCHW
SEE
SHW
SIG
SJM
SLB
SLG
SNA
SNI
SNPS
SO
SPG
SPGI
SPLS
SPRENG
SRCL
SRE
STI
STT
STX
STZ
SWK
SWKS
SYF
SYK
SYLVES
SYMC
SYY
T
TAP
TARDA
TDG
TEL
TGT
TIF
TJX
TMK
TMO
TRIP
TROW
TRV
TSCO
TSN
TSS
TURKES
TWX
TXN
TXT
UA
UAA
UAL
UDR
UHS
ULTA
UNH
UNM
UNP
UPS
URI
URUMIE
USB
UTX
V
VAR
VFC
VIAB
VLO
VMC
VNO
VRSK
VRSN
VRTX
VTR
VVEDEN
VZ
WAT
WBA
WDC
WEC
WFC
WHR
WLTW
WM
WMB
WMT
WRK
WU
WY
WYN
WYNN
XEC
XEL
XL
XLNX
XOM
XRAY
XRX
XYL
YUM
ZBH
ZION
ZTS

outliers:
set()
A        0.18760639
AAL      0.26119162
AAP      0.17881165
AAPL     0.16206177
ABBV     0.25742712
ABC      0.15322874
ABT      0.21462015
ACN      0.35298655
ADBE     0.23650146
ADI      0.14823852
ADM      0.19629781
ADP      0.23069118
ADS      0.14482365
ADSK     0.18465325
AEE      0.25751299
AEP      0.24712448
AES      0.17084257
AET      0.19015410
AFL      0.29691699
AGENEN   0.75736985
AGN      0.12393622
AIG      0.29910522
AIV      0.23649681
AIZ      0.21436938
AJG      0.25066094
AKAM     0.18929054
ALB      0.15808481
ALGN     0.15967843
ALK      0.10818457
ALL      0.28497909
            ...    
VTR      0.22837206
VVEDEN   0.74911980
VZ       0.25744272
WAT      0.19817159
WBA      0.20539950
WDC      0.23463487
WEC      0.26212596
WFC      0.25940557
WHR      0.11914655
WLTW     0.32474598
WM       0.28303786
WMB      0.17644555
WMT      0.26033151
WRK      0.25917864
WU       0.26144784
WY       0.26203358
WYN      0.17203509
WYNN     0.16140528
XEC      0.10535041
XEL      0.28550077
XL       0.33502897
XLNX     0.11090377
XOM      0.23159363
XRAY     0.21991647
XRX      0.30261235
XYL      0.23957793
YUM      0.13663396
ZBH      0.28311968
ZION     0.15206961
ZTS      0.17220795
Length: 518, dtype: float64

A        0.21320938
AAL      0.01553493
AAP      0.18886277
AAPL     0.35290880
ABBV     0.02672250
ABC      0.34956409
ABT      0.08188078
ACN      0.00126109
ADBE     0.02643063
ADI      0.53114808
ADM      0.17316817
ADP      0.05011186
ADS      0.58736982
ADSK     0.15116910
AEE      0.03048735
AEP      0.04235369
AES      0.36986347
AET      0.18667246
AFL      0.00537137
AGENEN   0.00000000
AGN      0.80125550
AIG      0.00341357
AIV      0.05843207
AIZ      0.09051578
AJG      0.02587391
AKAM     0.19065164
ALB      0.34641464
ALGN     0.33461434
ALK      0.86116092
ALL      0.00228127
            ...    
VTR      0.03534287
VVEDEN   0.00000000
VZ       0.03055667
WAT      0.11126151
WBA      0.19384797
WDC      0.06901048
WEC      0.00987004
WFC      0.02500844
WHR      0.74720661
WLTW     0.12585346
WM       0.00480686
WMB      0.22755065
WMT      0.01061137
WRK      0.22371753
WU       0.03081495
WY       0.03477497
WYN      0.21139446
WYNN     0.37702393
XEC      0.85733409
XEL      0.00711819
XL       0.00264091
XLNX     0.86792256
XOM      0.06745231
XRAY     0.11403589
XRX      0.00426617
XYL      0.04745332
YUM      0.66893121
ZBH      0.03400139
ZION     0.49664054
ZTS      0.25175415
Length: 518, dtype: float64

A
AAL
AAP
AAPL
ABBV
ABC
ABT
ACN
ADBE
ADI
ADM
ADP
ADS
ADSK
AEE
AEP
AES
AET
AFL
AGENEN
AGN
AIG
AIV
AIZ
AJG
AKAM
ALB
ALGN
ALK
ALL
ALLE
ALTAIC
ALXN
AMAT
AMD
AME
AMG
AMGN
AMP
AMT
AMZN
ANDV
ANSS
ANTM
AON
AOS
APA
APC
APD
APH
ARE
ARMENA
ARNC
ATVI
AVB
AVGO
AVY
AWK
AXP
AYI
AZO
BA
BAC
BAKERI
BAX
BBT
BBY
BCR
BDX
BEN
BIFLOR
BIIB
BK
BLK
BLL
BMY
BSX
BWA
BXP
C
CA
CAG
CAH
CAT
CB
CBG
CBOE
CBS
CCI
CCL
CELG
CERN
CF
CFG
CHD
CHK
CHRW
CHTR
CI
CINF
CL
CLUSIA
CLX
CMA
CMCSA
CME
CMG
CMI
CMS
CNC
CNP
COF
COG
COL
COO
COP
COST
COTY
CPB
CRM
CSCO
CSRA
CSX
CTAS
CTL
CTSH
CTXS
CVS
CVX
CXO
D
DAL
DASYST
DE
DFS
DG
DGX
DHI
DHR
DIS
DISCA
DISCK
DISH
DLR
DLTR
DOV
DPS
DRE
DRI
DTE
DUK
DVA
DVN
EA
EBAY
ECL
ED
EFX
EIX
EL
EMN
EMR
EOG
EQIX
EQR
EQT
ES
ESRX
ESS
ETFC
ETN
ETR
EVHC
EW
EXC
EXPD
EXPE
EXR
F
FAST
FB
FBHS
FCX
FDX
FE
FFIV
FIS
FISV
FITB
FL
FLIR
FLR
FLS
FMC
FOX
FOXA
FRT
FTI
FTV
GD
GE
GESNER
GGP
GILD
GIS
GLW
GM
GOOG
GOOGL
GPC
GPN
GPS
GREIGI
GRMN
GS
GT
GWW
HAL
HAS
HBAN
HBI
HCA
HCN
HCP
HD
HES
HIG
HLT
HOG
HOLX
HON
HP
HPE
HPQ
HRB
HRL
HRS
HSIC
HST
HSY
HUM
HUMILI
IBM
ICE
IDXX
IFF
ILMN
INCY
INFO
INTC
INTU
IP
IPG
IR
IRM
ISRG
IT
ITW
IVZ
JBHT
JCI
JEC
JNJ
JNPR
JPM
JWN
K
KAUFMA
KEY
KHC
KIM
KLAC
KMB
KMI
KMX
KO
KOLPAK
KORS
KR
KSS
KSU
L
LB
LEG
LEN
LH
LINIFO
LKQ
LLL
LLY
LMT
LNC
LNT
LOW
LRCX
LUK
LUV
LVLT
LYB
M
MA
MAA
MAC
MAR
MAS
MAT
MCD
MCHP
MCK
MCO
MDLZ
MDT
MET
MGM
MHK
MKC
MLM
MMC
MNST
MO
MON
MOS
MPC
MRK
MRO
MS
MSFT
MSI
MTB
MTD
MU
MYL
NAVI
NBL
NDAQ
NEE
NEM
NFLX
NFX
NI
NKE
NLSN
NOC
NOV
NRG
NSC
NTAP
NTRS
NUE
NVDA
NWL
NWS
NWSA
O
OKE
OMC
ORCL
ORLY
ORPHAN
OXY
PAYX
PBCT
PCAR
PCG
PDCO
PEG
PEP
PFE
PFG
PG
PGR
PH
PHM
PKG
PKI
PLD
PM
PNC
PNR
PNW
PPG
PPL
PRAEST
PRGO
PRU
PSA
PSX
PULCHE
PVH
PWR
PX
PXD
PYPL
QCOM
QRVO
RCL
RE
REG
REGN
RF
RHI
RHT
RJF
RL
RMD
ROK
ROP
ROST
RRC
RSG
RTN
SAXATI
SBAC
SBUX
SCG
SCHREN
SCHW
SEE
SHW
SIG
SJM
SLB
SLG
SNA
SNI
SNPS
SO
SPG
SPGI
SPLS
SPRENG
SRCL
SRE
STI
STT
STX
STZ
SWK
SWKS
SYF
SYK
SYLVES
SYMC
SYY
T
TAP
TARDA
TDG
TEL
TGT
TIF
TJX
TMK
TMO
TRIP
TROW
TRV
TSCO
TSN
TSS
TURKES
TWX
TXN
TXT
UA
UAA
UAL
UDR
UHS
ULTA
UNH
UNM
UNP
UPS
URI
URUMIE
USB
UTX
V
VAR
VFC
VIAB
VLO
VMC
VNO
VRSK
VRSN
VRTX
VTR
VVEDEN
VZ
WAT
WBA
WDC
WEC
WFC
WHR
WLTW
WM
WMB
WMT
WRK
WU
WY
WYN
WYNN
XEC
XEL
XL
XLNX
XOM
XRAY
XRX
XYL
YUM
ZBH
ZION
ZTS

outliers:
set()
A        0.22911425
AAL      0.12273962
AAP      0.21419556
AAPL     0.23980447
ABBV     0.22519998
ABC      0.25855199
ABT      0.14740872
ACN      0.33728943
ADBE     0.19556547
ADI      0.13966113
ADM      0.18397553
ADP      0.22609126
ADS      0.28394530
ADSK     0.09906055
AEE      0.24825831
AEP      0.24488110
AES      0.16186833
AET      0.17646552
AFL      0.30124823
AGENEN   0.84852733
AGN      0.17631098
AIG      0.33837841
AIV      0.32037786
AIZ      0.26316813
AJG      0.23151147
AKAM     0.22216200
ALB      0.16052766
ALGN     0.19429614
ALK      0.10393724
ALL      0.25950391
            ...    
VTR      0.18057339
VVEDEN   0.85805628
VZ       0.32353615
WAT      0.18324746
WBA      0.27209278
WDC      0.19741745
WEC      0.24576752
WFC      0.23222769
WHR      0.23603021
WLTW     0.30348099
WM       0.23497556
WMB      0.16311316
WMT      0.26354933
WRK      0.19924323
WU       0.26646968
WY       0.26820735
WYN      0.14540761
WYNN     0.16906794
XEC      0.14632818
XEL      0.24737314
XL       0.34304365
XLNX     0.20597132
XOM      0.36416421
XRAY     0.34245792
XRX      0.33589848
XYL      0.19288842
YUM      0.17314390
ZBH      0.25276327
ZION     0.21935188
ZTS      0.22720247
Length: 518, dtype: float64

A        0.11082019
AAL      0.86255823
AAP      0.15868258
AAPL     0.13451920
ABBV     0.18401708
ABC      0.05812376
ABT      0.64165982
ACN      0.00304685
ADBE     0.20571676
ADI      0.74649206
ADM      0.32620173
ADP      0.16287849
ADS      0.02817414
ADSK     0.96058126
AEE      0.14277553
AEP      0.12007192
AES      0.63295998
AET      0.40001745
AFL      0.01987258
AGENEN   0.00000000
AGN      0.45465022
AIG      0.00292042
AIV      0.01084798
AIZ      0.05122355
AJG      0.14453652
AKAM     0.13140289
ALB      0.55162198
ALGN     0.26609616
ALK      0.92283266
ALL      0.03276948
            ...    
VTR      0.28574298
VVEDEN   0.00000000
VZ       0.02306724
WAT      0.28890514
WBA      0.07280830
WDC      0.31609167
WEC      0.09210993
WFC      0.11433115
WHR      0.11661301
WLTW     0.31216263
WM       0.08547884
WMB      0.50222911
WMT      0.02172902
WRK      0.82215633
WU       0.08325428
WY       0.04450401
WYN      0.58178407
WYNN     0.51021068
XEC      0.65199366
XEL      0.10021227
XL       0.00815249
XLNX     0.26963803
XOM      0.00306088
XRAY     0.00652804
XRX      0.00321564
XYL      0.29510835
YUM      0.50819232
ZBH      0.10016732
ZION     0.18820830
ZTS      0.10466911
Length: 518, dtype: float64

A
AAL
AAP
AAPL
ABBV
ABC
ABT
ACN
ADBE
ADI
ADM
ADP
ADS
ADSK
AEE
AEP
AES
AET
AFL
AGENEN
AGN
AIG
AIV
AIZ
AJG
AKAM
ALB
ALGN
ALK
ALL
ALLE
ALTAIC
ALXN
AMAT
AMD
AME
AMG
AMGN
AMP
AMT
AMZN
ANDV
ANSS
ANTM
AON
AOS
APA
APC
APD
APH
ARE
ARMENA
ARNC
ATVI
AVB
AVGO
AVY
AWK
AXP
AYI
AZO
BA
BAC
BAKERI
BAX
BBT
BBY
BCR
BDX
BEN
BIFLOR
BIIB
BK
BLK
BLL
BMY
BSX
BWA
BXP
C
CA
CAG
CAH
CAT
CB
CBG
CBOE
CBS
CCI
CCL
CELG
CERN
CF
CFG
CHD
CHK
CHRW
CHTR
CI
CINF
CL
CLUSIA
CLX
CMA
CMCSA
CME
CMG
CMI
CMS
CNC
CNP
COF
COG
COL
COO
COP
COST
COTY
CPB
CRM
CSCO
CSRA
CSX
CTAS
CTL
CTSH
CTXS
CVS
CVX
CXO
D
DAL
DASYST
DE
DFS
DG
DGX
DHI
DHR
DIS
DISCA
DISCK
DISH
DLR
DLTR
DOV
DPS
DRE
DRI
DTE
DUK
DVA
DVN
EA
EBAY
ECL
ED
EFX
EIX
EL
EMN
EMR
EOG
EQIX
EQR
EQT
ES
ESRX
ESS
ETFC
ETN
ETR
EVHC
EW
EXC
EXPD
EXPE
EXR
F
FAST
FB
FBHS
FCX
FDX
FE
FFIV
FIS
FISV
FITB
FL
FLIR
FLR
FLS
FMC
FOX
FOXA
FRT
FTI
FTV
GD
GE
GESNER
GGP
GILD
GIS
GLW
GM
GOOG
GOOGL
GPC
GPN
GPS
GREIGI
GRMN
GS
GT
GWW
HAL
HAS
HBAN
HBI
HCA
HCN
HCP
HD
HES
HIG
HLT
HOG
HOLX
HON
HP
HPE
HPQ
HRB
HRL
HRS
HSIC
HST
HSY
HUM
HUMILI
IBM
ICE
IDXX
IFF
ILMN
INCY
INFO
INTC
INTU
IP
IPG
IR
IRM
ISRG
IT
ITW
IVZ
JBHT
JCI
JEC
JNJ
JNPR
JPM
JWN
K
KAUFMA
KEY
KHC
KIM
KLAC
KMB
KMI
KMX
KO
KOLPAK
KORS
KR
KSS
KSU
L
LB
LEG
LEN
LH
LINIFO
LKQ
LLL
LLY
LMT
LNC
LNT
LOW
LRCX
LUK
LUV
LVLT
LYB
M
MA
MAA
MAC
MAR
MAS
MAT
MCD
MCHP
MCK
MCO
MDLZ
MDT
MET
MGM
MHK
MKC
MLM
MMC
MNST
MO
MON
MOS
MPC
MRK
MRO
MS
MSFT
MSI
MTB
MTD
MU
MYL
NAVI
NBL
NDAQ
NEE
NEM
NFLX
NFX
NI
NKE
NLSN
NOC
NOV
NRG
NSC
NTAP
NTRS
NUE
NVDA
NWL
NWS
NWSA
O
OKE
OMC
ORCL
ORLY
ORPHAN
OXY
PAYX
PBCT
PCAR
PCG
PDCO
PEG
PEP
PFE
PFG
PG
PGR
PH
PHM
PKG
PKI
PLD
PM
PNC
PNR
PNW
PPG
PPL
PRAEST
PRGO
PRU
PSA
PSX
PULCHE
PVH
PWR
PX
PXD
PYPL
QCOM
QRVO
RCL
RE
REG
REGN
RF
RHI
RHT
RJF
RL
RMD
ROK
ROP
ROST
RRC
RSG
RTN
SAXATI
SBAC
SBUX
SCG
SCHREN
SCHW
SEE
SHW
SIG
SJM
SLB
SLG
SNA
SNI
SNPS
SO
SPG
SPGI
SPLS
SPRENG
SRCL
SRE
STI
STT
STX
STZ
SWK
SWKS
SYF
SYK
SYLVES
SYMC
SYY
T
TAP
TARDA
TDG
TEL
TGT
TIF
TJX
TMK
TMO
TRIP
TROW
TRV
TSCO
TSN
TSS
TURKES
TWX
TXN
TXT
UA
UAA
UAL
UDR
UHS
ULTA
UNH
UNM
UNP
UPS
URI
URUMIE
USB
UTX
V
VAR
VFC
VIAB
VLO
VMC
VNO
VRSK
VRSN
VRTX
VTR
VVEDEN
VZ
WAT
WBA
WDC
WEC
WFC
WHR
WLTW
WM
WMB
WMT
WRK
WU
WY
WYN
WYNN
XEC
XEL
XL
XLNX
XOM
XRAY
XRX
XYL
YUM
ZBH
ZION
ZTS

outliers:
{'URUMIE', 'VVEDEN', 'DASYST', 'SYLVES', 'HUMILI', 'CLUSIA', 'TURKES', 'PRAEST', 'KAUFMA', 'BAKERI', 'BIFLOR', 'ALTAIC', 'SAXATI', 'KOLPAK', 'ARMENA', 'AGENEN', 'SCHREN', 'SPRENG', 'GREIGI', 'GESNER', 'TARDA', 'PULCHE', 'ORPHAN', 'LINIFO'}
24 Outliers Found:
KOLPAK, ARMENA, URUMIE, AGENEN, SCHREN, SPRENG, VVEDEN, DASYST, SYLVES, HUMILI, GREIGI, ORPHAN, GESNER, CLUSIA, TURKES, TARDA, PRAEST, KAUFMA, BAKERI, PULCHE, BIFLOR, ALTAIC, SAXATI, LINIFO

Show Significance without Outliers

Let's compare the 5, 10, and 20 day signals returns without outliers to normal distributions. Also, let's see how the P-Value has changed with the outliers removed.

In [26]:
good_tickers = list(set(close.columns) - outlier_tickers)

project_helper.plot_signal_to_normal_histograms(
    [signal_return_5[good_tickers], signal_return_10[good_tickers], signal_return_20[good_tickers]],
    'Signal Return Without Outliers',
    ('5 Days', '10 Days', '20 Days'))

That's more like it! The returns are closer to a normal distribution. You have finished the research phase of a Breakout Strategy. You can now submit your project.

Submission

Now that you're done with the project, it's time to submit it. Click the submit button in the bottom right. One of our reviewers will give you feedback on your project with a pass or not passed grade. You can continue to the next section while you wait for feedback.